{"id":"W4391805831","doi":"10.7202/1109531ar","title":"Introduction","year":2024,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001410052,0.0005476635,0.0003064805,0.001209748,0.001753301,0.003754113,0.001374877,0.00151747,0.4702207],"category_scores_gemma":[0.004678841,0.0001599087,0.0004169686,0.001135348,0.0008386808,0.001774634,0.002342658,0.001352729,0.2640378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478262,"about_ca_system_score_gemma":0.003103086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432316,"about_ca_topic_score_gemma":0.004769431,"domain_scores_codex":[0.9988853,0.0001827043,0.00003895794,0.0002380739,0.0004839877,0.0001708752],"domain_scores_gemma":[0.9979975,0.0003005505,0.0000782783,0.0002472021,0.000955697,0.00042076],"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":[0.00009367,0.00006687045,0.001307021,0.0002330542,0.000005269814,0.0001357406,0.000674032,0.0001117927,0.0005181656,0.1011552,0.6684661,0.2272331],"study_design_scores_gemma":[0.000003869029,0.00001070388,0.0004891033,0.00007093416,0.000001593693,0.00005025905,0.0001773681,0.0000199562,0.0001037729,0.003857945,0.9952111,0.000003392381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002652052,0.001506192,0.005613374,0.01035008,0.006573147,0.0002316992,0.004530984,0.000796216,0.9677463],"genre_scores_gemma":[0.0168249,0.00135539,0.003786073,0.005645328,0.001400744,0.0002374172,0.003820153,0.0003265212,0.9666036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5297793,"threshold_uncertainty_score":0.7556658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3382885872957059,"score_gpt":0.5641820714207779,"score_spread":0.225893484125072,"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."}}