{"id":"W4392269668","doi":"","title":"For a social perspective of Industrial and Territorial ecology (ITE) : mechanism of collective action, learning processes, creation of territorial value. Storytelling from IE projects in Kamouraska (Quebec) and Port Atlantique La Rochelle (France).","year":2020,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Perspective (graphical); Mechanism (biology); Port (circuit theory); Action (physics); Value (mathematics); Collective action; Sociology; Ecology; Geography; Engineering; Political science; Epistemology; Computer science; Narrative; Biology; Artificial intelligence; Physics; Mechanical engineering; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001122938,0.0004229234,0.001488263,0.0001878209,0.0005101506,0.00004976921,0.0002594156,0.001258017,0.00002282515],"category_scores_gemma":[0.002950544,0.0004658471,0.0001902708,0.0005231551,0.001233574,0.0002095669,0.0002389087,0.000913882,2.868541e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079619,"about_ca_system_score_gemma":0.002722401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3522483,"about_ca_topic_score_gemma":0.08704406,"domain_scores_codex":[0.9963186,0.001110813,0.0008575651,0.0007635508,0.0005491782,0.000400303],"domain_scores_gemma":[0.9955892,0.002052975,0.001358707,0.00009593178,0.0008048383,0.00009835683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001862199,0.0005475901,0.01597957,0.0007408846,0.0009823054,0.000005581984,0.7645233,0.0001111525,0.002887152,0.2103482,0.0002139252,0.001798137],"study_design_scores_gemma":[0.01299186,0.002627128,0.01461386,0.002205831,0.001711924,0.000002355924,0.6308385,0.0008392554,0.01783019,0.2878627,0.02667982,0.001796647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773113,0.001943243,0.001009553,0.001078591,0.006502013,0.00347285,0.0004102958,0.00005382859,0.008218286],"genre_scores_gemma":[0.9893095,0.001225355,0.0003907991,0.000006630201,0.008529481,0.0001823732,0.00004191296,0.00003851225,0.0002754151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652043,"threshold_uncertainty_score":0.9997793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0609878696091507,"score_gpt":0.2959742334898646,"score_spread":0.2349863638807139,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}