{"id":"W4387442974","doi":"10.18162/fp.2023.a302","title":"Maurice Tardif, sociologue du travail enseignant","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007326141,0.000186516,0.0002170059,0.0001446045,0.001511186,0.00004716153,0.0002437991,0.0004646492,0.0004764178],"category_scores_gemma":[0.0007294705,0.0001777196,0.0001236098,0.0007449808,0.0007194782,0.001208282,0.00006025357,0.0004220263,0.00243457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039847,"about_ca_system_score_gemma":0.0004762843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002259558,"about_ca_topic_score_gemma":0.00005852003,"domain_scores_codex":[0.9955513,0.002755874,0.0005005797,0.0002581627,0.0004027418,0.0005313539],"domain_scores_gemma":[0.9979435,0.001158071,0.0003422065,0.000163746,0.0002639806,0.0001285222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007899553,0.0001295599,0.001610459,0.0001940275,0.00003005088,0.000001637517,0.5957047,0.00009357054,0.0001379386,0.231562,0.1509325,0.01959575],"study_design_scores_gemma":[0.0004479463,0.00007605045,0.03119985,0.0003493518,0.0000374438,0.00000611674,0.6575786,0.002053143,0.00005141824,0.01484142,0.2930242,0.0003343899],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7730028,0.002330842,0.002661011,0.1671333,0.02091195,0.0008479806,0.00008188109,0.0005256148,0.03250463],"genre_scores_gemma":[0.9599021,0.007985977,0.0007127794,0.001674814,0.003091293,0.0001351188,0.0008265108,0.00002342488,0.025648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2167205,"threshold_uncertainty_score":0.9997887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1840096082918066,"score_gpt":0.4451268416558706,"score_spread":0.2611172333640639,"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."}}