{"id":"W7153270523","doi":"10.70675/f9a4fbdaz3344z4571za507z4394293d3171","title":"Former et accompagner de futures personnes enseignantes en formation initiale dans le développement d'une relation de qualité avec leurs élèves : une recherche-action en France et au Québec","year":2025,"lang":"","type":"dissertation","venue":"","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Context (archaeology); ESPACE; Futures contract","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"],"consensus_categories":[],"category_scores_codex":[0.01004589,0.0006467246,0.000649324,0.0003438922,0.002144336,0.0003292509,0.0005193529,0.001296103,0.0002475527],"category_scores_gemma":[0.002766353,0.0006466527,0.0003943994,0.001381757,0.0001638489,0.001964011,0.00005033892,0.001204162,0.00001950784],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003445212,"about_ca_system_score_gemma":0.01370748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5028731,"about_ca_topic_score_gemma":0.7121791,"domain_scores_codex":[0.9893169,0.007038822,0.001232308,0.0007517601,0.0008502019,0.0008099952],"domain_scores_gemma":[0.9937873,0.004117396,0.0009516324,0.0003285454,0.0005824822,0.0002326324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001655361,0.0003419053,0.004258372,0.0004828635,0.0001321896,9.008239e-7,0.8659532,0.0004461609,0.006097533,0.02417631,0.0004646903,0.09748034],"study_design_scores_gemma":[0.0004888375,0.00009419276,0.3374125,0.000475836,0.0001672298,0.000004478165,0.6287055,0.000750283,0.009431286,0.009695512,0.01214714,0.000627213],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8172495,0.0005803767,0.09797003,0.03550845,0.001690113,0.001124464,0.00003587564,0.0001392951,0.04570186],"genre_scores_gemma":[0.8777865,0.006178983,0.06629987,0.001712568,0.0009560563,0.0006254721,0.001638725,0.00007188747,0.04472991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3331541,"threshold_uncertainty_score":0.9996735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.242641815029709,"score_gpt":0.4793651433170641,"score_spread":0.2367233282873551,"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."}}