{"id":"W6959653124","doi":"10.11575/prism/43988","title":"Sustained effects of the INFORM cluster randomized trial: an observational post-intervention study","year":2021,"lang":"en","type":"other","venue":"University of Calgary","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Psychological intervention; Context (archaeology); Fidelity; Cluster (spacecraft); Sustainability; Cluster randomised controlled trial; Baseline (sea); Randomized controlled trial","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":[],"consensus_categories":[],"category_scores_codex":[0.0001881687,0.0001080447,0.0003105414,0.00005192854,0.00004370298,0.000004935785,0.0002341016,0.0001638809,0.0002473235],"category_scores_gemma":[0.000104135,0.00009052288,0.0002800879,0.0000421094,0.0001016117,0.000001812299,0.0002641261,0.00005543318,5.869716e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005576595,"about_ca_system_score_gemma":0.00008303901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007998678,"about_ca_topic_score_gemma":0.0002770511,"domain_scores_codex":[0.9992592,0.000215726,0.0001298053,0.000159712,0.0001578397,0.00007766053],"domain_scores_gemma":[0.9993319,0.00003080654,0.0002459821,0.0002410361,0.0001197322,0.00003055041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.731727,0.005251413,0.003575128,0.003202554,0.004978166,0.00007954179,0.002051987,0.00003454431,0.01413873,0.00115571,0.2282416,0.005563627],"study_design_scores_gemma":[0.9096434,0.00203987,0.004200973,0.000486944,0.0007665613,0.000003045689,0.003450936,0.00007935162,0.001171352,0.0000407323,0.07771245,0.0004043911],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8634295,0.000927026,0.001483848,0.0001053191,0.0008143542,0.0036064,0.0001051793,0.00002232491,0.129506],"genre_scores_gemma":[0.2746955,0.0002286858,0.0006705862,0.0001784681,0.0001740933,0.000001900949,0.001259768,0.00005466893,0.7227363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5932303,"threshold_uncertainty_score":0.3691416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236538235673317,"score_gpt":0.2319020674103866,"score_spread":0.2195366850536534,"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."}}