{"id":"W3035100911","doi":"","title":"Apprendre à intégrer le tableau numérique interactif de manière collaborative à l’éducation préscolaire","year":2019,"lang":"fr","type":"article","venue":"Spirale - Revue de recherches en education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002212824,0.0003225732,0.0003542458,0.0002754819,0.0003513035,0.0002690874,0.0005340152,0.001317794,0.001229742],"category_scores_gemma":[0.001712395,0.0004327833,0.000140946,0.001629076,0.0003096251,0.001215949,0.00005196329,0.001254312,0.0008641492],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006288353,"about_ca_system_score_gemma":0.01360108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01532454,"about_ca_topic_score_gemma":0.01313602,"domain_scores_codex":[0.9960933,0.001893005,0.0005352534,0.0006412063,0.0001991112,0.0006381724],"domain_scores_gemma":[0.9975492,0.0005049045,0.0005128423,0.0005368415,0.0006688707,0.0002272888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004143812,0.002415928,0.04554211,0.0006896305,0.0001519107,0.000002484529,0.348017,0.00009686955,0.00413001,0.3357098,0.05362726,0.2095756],"study_design_scores_gemma":[0.0003574515,0.0002163589,0.01343831,0.001254337,0.00008014128,0.00008203849,0.3636948,0.0005731567,0.006390391,0.04450639,0.5686839,0.000722755],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7249558,0.00265346,0.001049595,0.1343247,0.007323373,0.001431722,0.00001755019,0.0002087694,0.1280351],"genre_scores_gemma":[0.7361793,0.001277954,0.009289524,0.0007912202,0.001494209,0.0004645554,0.0001716806,0.00005887009,0.2502727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5150566,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04272106706846681,"score_gpt":0.3649485664156616,"score_spread":0.3222274993471948,"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."}}