{"id":"W4237578971","doi":"10.21203/rs.2.12796/v3","title":"Changes in Practitioners’ Attitudes, Perceived Training Needs and Self-Efficacy over the Implementation Process of an Evidence-Based Parenting Program","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Process (computing); Psychology; Training (meteorology); Self-efficacy; Applied psychology; Medical education; Social psychology; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008851492,0.0001607854,0.0002159795,0.0005456198,0.0007328616,0.0009387996,0.0005142875,0.0005763647,0.00163718],"category_scores_gemma":[0.01762044,0.0002370266,0.0004573842,0.0003924531,0.00045883,0.0005037323,0.0006492315,0.0007354218,0.0001964159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00260003,"about_ca_system_score_gemma":0.005276957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0352162,"about_ca_topic_score_gemma":0.05559894,"domain_scores_codex":[0.9963193,0.001477172,0.0002833602,0.0001948069,0.001302446,0.000422891],"domain_scores_gemma":[0.9839279,0.005158012,0.00405674,0.000430188,0.004443021,0.001984156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003974202,0.002935568,0.9095002,0.0003550518,0.0001027727,0.0001790247,0.02995883,0.0003213115,0.003263209,0.00004720558,0.0003759939,0.05256332],"study_design_scores_gemma":[0.00002417853,0.001165402,0.985422,0.0001048614,0.00002543174,0.00004660022,0.01172656,0.0003617042,0.0004766959,0.00001644065,0.000614806,0.00001520851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991745,0.00005481136,0.00008116438,0.0001123679,0.000002672175,0.00004487515,0.00001804562,0.000002889093,0.0005085771],"genre_scores_gemma":[0.9991906,0.00006095243,0.0002779354,0.00003480465,0.000002303772,0.00005243946,0.0000248856,7.056385e-7,0.000355461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0352162,"threshold_uncertainty_score":0.07002246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2763995988711057,"score_gpt":0.541230229425619,"score_spread":0.2648306305545133,"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."}}