{"id":"W275750842","doi":"10.71781/5610","title":"L’évaluation de la compétence professionnelle des futurs maitres du Québec à intégrer les technologies de l'information et des communications (TIC) : maitrise et usages","year":2011,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01209669,0.0003620609,0.0004643657,0.00242091,0.004654089,0.005183629,0.0009469434,0.0009072284,0.006965171],"category_scores_gemma":[0.02373362,0.0003118954,0.0004575894,0.002810168,0.002151569,0.002060602,0.002203393,0.001280392,0.0009295559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03090761,"about_ca_system_score_gemma":0.04747584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8415725,"about_ca_topic_score_gemma":0.9258505,"domain_scores_codex":[0.9913287,0.002374967,0.0004091791,0.0006281314,0.004132827,0.001126294],"domain_scores_gemma":[0.9597594,0.00699462,0.002646872,0.0008595407,0.02499795,0.004741582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003334451,0.0003635982,0.5088943,0.001014345,0.0001943258,0.0003083503,0.223489,0.0005703234,0.004651674,0.004284961,0.01191699,0.2439787],"study_design_scores_gemma":[0.0000119924,0.0002562545,0.8496893,0.000708047,0.0000745131,0.0000775783,0.1090821,0.001007886,0.001492551,0.0003091839,0.03720636,0.00008425037],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609483,0.001304545,0.002428645,0.003003719,0.0001018151,0.0002378837,0.0005121292,0.00005468195,0.03140817],"genre_scores_gemma":[0.9793109,0.0008230929,0.002007311,0.0003489511,0.00001560623,0.0001811983,0.000282329,0.00002423428,0.01700625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8415725,"threshold_uncertainty_score":0.3187209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552050445727172,"score_gpt":0.2530401247199245,"score_spread":0.2275196202626528,"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."}}