{"id":"W7128690890","doi":"10.18162/fp.2025.a354","title":"Valoriser et reconnaitre l’expertise de la profession enseignante à l’éducation préscolaire : et si on en parlait ? Partie 2","year":2025,"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":"Université Laval","funders":"","keywords":"Context (archaeology); Field (mathematics); Power (physics); Identification (biology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01164533,0.0003235186,0.0003085881,0.0002459509,0.001348887,0.0001379564,0.0003117574,0.0008122576,0.000285364],"category_scores_gemma":[0.002338973,0.0003055834,0.0001428517,0.0006357284,0.0004576005,0.002013889,0.00008226593,0.001002655,0.0001714319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009944105,"about_ca_system_score_gemma":0.002572549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00023416,"about_ca_topic_score_gemma":0.0001819294,"domain_scores_codex":[0.9856966,0.01208872,0.0007650433,0.000431837,0.0004544933,0.0005633337],"domain_scores_gemma":[0.995738,0.002873986,0.0005690152,0.0003119448,0.0003476451,0.0001594671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005580829,0.0005879888,0.0025732,0.000317753,0.00003162166,6.517134e-7,0.5456418,0.00007531822,0.0002841046,0.3835874,0.04824344,0.01860086],"study_design_scores_gemma":[0.001437912,0.0002387073,0.04706916,0.007553229,0.0001060398,0.000005950335,0.6227192,0.002516347,0.001086576,0.0546007,0.261988,0.0006781896],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6215971,0.001076222,0.003971325,0.2730184,0.01262883,0.001499183,0.00003076729,0.0002392908,0.0859388],"genre_scores_gemma":[0.9591329,0.002758708,0.001274058,0.008012366,0.0007121378,0.0005593171,0.0003605892,0.00003143935,0.0271585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3375358,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264664972144384,"score_gpt":0.4858161405241985,"score_spread":0.3593496433097602,"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."}}