{"id":"W4289241378","doi":"","title":"Innovations sociales et mobilisations dans la Montagne limousine","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00687714,0.0004971653,0.0004588823,0.00008758657,0.001499636,0.0007371173,0.001490246,0.0006516458,0.002330716],"category_scores_gemma":[0.001684547,0.0002749087,0.0002819628,0.001520923,0.001357466,0.0003102788,0.001613654,0.0009039397,0.0005046433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846517,"about_ca_system_score_gemma":0.0004676676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007653,"about_ca_topic_score_gemma":0.02417295,"domain_scores_codex":[0.9895774,0.007356782,0.0007702853,0.0009657969,0.0007072843,0.0006225253],"domain_scores_gemma":[0.9916492,0.00277867,0.0005161324,0.0005831984,0.004205936,0.0002668604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001128123,0.001289622,0.007733048,0.00007071665,0.0001339767,0.000007464497,0.009558085,0.0000235049,0.02904387,0.8772141,0.02331656,0.05159772],"study_design_scores_gemma":[0.0004887352,0.000004373964,0.6054448,0.001708804,0.00009890786,0.00004004219,0.002241789,0.001110748,0.02007954,0.05650041,0.3110586,0.001223203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3817455,0.001252356,0.01115134,0.3305916,0.000496742,0.001225252,0.000406712,0.0003695075,0.272761],"genre_scores_gemma":[0.8196232,0.002597562,0.01615704,0.0003855218,0.0002576534,0.0002099474,0.004175554,0.0000156632,0.1565779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8207138,"threshold_uncertainty_score":0.9999703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252154688817583,"score_gpt":0.2563384450544404,"score_spread":0.2238168981662645,"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."}}