{"id":"W4235985072","doi":"10.17184/eac.anthropen.086","title":"Communs","year":2018,"lang":"fr","type":"article","venue":"Anthropen","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.000342639,0.0001156171,0.0001973038,0.00001598792,0.001927467,0.00008412882,0.0003843713,0.0001214775,0.01335442],"category_scores_gemma":[0.00008571046,0.0001161746,0.00008043012,0.0003695032,0.007186456,0.0002278678,0.0001806538,0.0001302534,0.007867446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001641148,"about_ca_system_score_gemma":0.00009587965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09051934,"about_ca_topic_score_gemma":0.04975905,"domain_scores_codex":[0.9987832,0.0002293247,0.0001505349,0.0001672313,0.000230443,0.0004392797],"domain_scores_gemma":[0.9994304,0.00008392984,0.0000592032,0.0001829764,0.0001362501,0.0001072557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002720145,0.00007651814,0.0006576077,0.000005309721,0.00005138038,0.000004746066,0.0436453,3.202669e-8,0.000003753134,0.3315079,0.5665648,0.05747992],"study_design_scores_gemma":[0.0001249237,0.0001434516,0.002077903,0.00004539641,0.0000250934,4.322799e-7,0.008299642,0.000008955632,0.00003717171,0.006966563,0.9821098,0.0001605986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006393905,0.038615,0.00005579154,0.03045226,0.008644414,0.0001594643,0.00001171624,0.00004736028,0.9156201],"genre_scores_gemma":[0.6589636,0.01026912,0.0002650788,0.001624843,0.005112604,0.000006116632,0.000001917729,0.00001486333,0.3237419],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6525697,"threshold_uncertainty_score":0.9993719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022324639051822,"score_gpt":0.3520795755003227,"score_spread":0.2498471115951404,"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."}}