{"id":"W2026221935","doi":"10.7202/1002374ar","title":"Introduction","year":2003,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Humanities; Sociology; Political science; Library science; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001974051,0.0007926728,0.000499575,0.001169429,0.002854044,0.005819399,0.001897139,0.003298758,0.3207905],"category_scores_gemma":[0.005403957,0.0002754133,0.000593127,0.00165045,0.001600346,0.003547985,0.003767375,0.002982677,0.135116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003423182,"about_ca_system_score_gemma":0.005106963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01411983,"about_ca_topic_score_gemma":0.01142879,"domain_scores_codex":[0.9976619,0.0003293708,0.0001092776,0.000607109,0.0008774933,0.0004147666],"domain_scores_gemma":[0.9970322,0.0004076708,0.0001648091,0.0002767025,0.001713037,0.0004055025],"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":[0.0000675957,0.0000425551,0.001223338,0.0005070108,0.00000787812,0.0001885978,0.001982906,0.0001196786,0.0003889604,0.09110869,0.8012513,0.1031115],"study_design_scores_gemma":[0.000002799356,0.00000721195,0.000611859,0.000171828,0.000001681977,0.00006328666,0.0002936639,0.00001451104,0.00006172884,0.001881854,0.9968846,0.000004957973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003964813,0.01133412,0.005120298,0.05345983,0.01707753,0.000269705,0.007193532,0.0008320128,0.9007481],"genre_scores_gemma":[0.03918794,0.007487892,0.003575533,0.02282759,0.004972158,0.0003309947,0.005594467,0.0004737826,0.9155496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6792095,"threshold_uncertainty_score":0.9688099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1599277689864372,"score_gpt":0.4038338606435741,"score_spread":0.243906091657137,"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."}}