{"id":"W7070999008","doi":"","title":"Réécrire la PIEA à 200 mains : récit d’une démarche collaborative","year":2022,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Child Development and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep regional de Lanaudiere","funders":"","keywords":"Mains electricity; Work (physics); Process (computing); Term (time)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001099553,0.0008420658,0.0007224697,0.001331422,0.001505762,0.0006505669,0.0015182,0.000264251,0.2154566],"category_scores_gemma":[0.003661443,0.0009095003,0.0004003088,0.004065134,0.001449614,0.0006897875,0.0007317385,0.0009891266,0.001837829],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01725375,"about_ca_system_score_gemma":0.1582163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2270475,"about_ca_topic_score_gemma":0.97175,"domain_scores_codex":[0.9930254,0.001490733,0.0008961754,0.00115515,0.00260318,0.0008293858],"domain_scores_gemma":[0.9854242,0.01252485,0.000962009,0.0005149103,0.0001312327,0.0004428434],"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":[0.000139158,0.0008625226,0.06487605,0.0001282894,0.0005548819,0.00003185602,0.1003943,0.00008189518,0.0000485659,0.1680306,0.661394,0.00345789],"study_design_scores_gemma":[0.0007915359,0.0000910678,0.1202733,0.0001642704,0.0001121706,0.0000143546,0.008389981,0.00005856059,0.000009663067,0.001328796,0.8678941,0.0008721845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04385936,0.007364689,0.00008961386,0.07962192,0.000762957,0.00100218,0.0004803914,0.0001638995,0.866655],"genre_scores_gemma":[0.1417744,0.005227334,0.0009052805,0.002661454,0.001339682,0.000530826,0.0001875335,0.000288013,0.8470855],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7447025,"threshold_uncertainty_score":0.9997941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078245285353306,"score_gpt":0.244982230013968,"score_spread":0.2341997771604349,"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."}}