{"id":"W3160335138","doi":"10.2196/26197","title":"Evaluating a Middle-School Digital Citizenship Curriculum (Screenshots): Quasi-Experimental Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Prosocial behavior; Psychology; Medical education; Mental health; Poison control; Applied psychology; Pedagogy; Mathematics education; Social psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01060237,0.001515276,0.00173949,0.001003366,0.002436429,0.001429253,0.001790086,0.002113263,0.005475685],"category_scores_gemma":[0.01273246,0.001421488,0.00143114,0.0006200458,0.001721731,0.001418577,0.001054663,0.002263094,0.001053268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002391671,"about_ca_system_score_gemma":0.005111934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003661982,"about_ca_topic_score_gemma":0.007949083,"domain_scores_codex":[0.993164,0.00320293,0.0005652,0.0009720505,0.0009883097,0.001107438],"domain_scores_gemma":[0.9857098,0.005791447,0.001972344,0.001579991,0.002640011,0.00230643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02757419,0.8646876,0.01487648,0.001066352,0.0002781169,0.0002012553,0.01014923,0.000679774,0.00752864,0.0004248176,0.001493435,0.07104015],"study_design_scores_gemma":[0.03768063,0.8538762,0.08390985,0.0002807144,0.0004184304,0.00006494862,0.007085734,0.001542246,0.007476839,0.000548646,0.00700141,0.000114372],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837521,0.00003011135,0.0005892764,0.00006468557,0.0000480645,0.01450723,0.0001689964,0.00003870616,0.0008007734],"genre_scores_gemma":[0.9100087,0.000199254,0.01187018,0.0005071381,0.0001692778,0.07356203,0.000444004,0.00002407239,0.003215361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01060237,"threshold_uncertainty_score":0.05607134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07453842528316394,"score_gpt":0.4199367603570026,"score_spread":0.3453983350738386,"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."}}