{"id":"W6955282912","doi":"10.58079/bea9","title":"Où en sont rendues les sciences citoyennes au Québec ?","year":2022,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Context (archaeology); Work (physics)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004242084,0.0004348901,0.0005036833,0.0001636422,0.01185063,0.0007587218,0.001841982,0.0002315945,0.02508456],"category_scores_gemma":[0.0006016299,0.0004708255,0.0003388372,0.002238914,0.003195952,0.01686323,0.0006375572,0.0006105675,0.0006710516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003202424,"about_ca_system_score_gemma":0.005087952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5675709,"about_ca_topic_score_gemma":0.8194039,"domain_scores_codex":[0.9925304,0.001470291,0.0007229685,0.001089781,0.002628226,0.001558319],"domain_scores_gemma":[0.9974547,0.0007367858,0.0007178395,0.0003438654,0.0002264005,0.0005204288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004062516,0.0004774371,0.007747956,0.00003687707,0.00005275747,0.0000504572,0.0116412,0.0008021506,0.00006018648,0.8142563,0.1063801,0.05845396],"study_design_scores_gemma":[0.0004272041,0.0004868796,0.05765868,0.00009992359,0.00006685108,0.00002387328,0.04390144,0.0001156793,0.0001013619,0.007621938,0.8888084,0.0006877619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1757498,0.0125383,0.000368266,0.6784797,0.01958466,0.0009911102,0.001167171,0.0002151507,0.1109058],"genre_scores_gemma":[0.8877637,0.001693061,0.000534508,0.01340543,0.005003983,0.0005552868,0.0001083895,0.00003520622,0.09090049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8066344,"threshold_uncertainty_score":0.9997743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290240097263927,"score_gpt":0.294157283753843,"score_spread":0.2612548827812037,"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."}}