{"id":"W4415463712","doi":"10.1080/07347324.2025.2569874","title":"The Collegiate Recovery Research Collaborative: New Directions for Collegiate Recovery Science","year":2025,"lang":"en","type":"article","venue":"Alcoholism Treatment Quarterly","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Windsor","funders":"","keywords":"Data collection; MEDLINE","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.007364208,0.0003241791,0.0004568815,0.0009340039,0.01643568,0.0003401451,0.0008371888,0.000178968,0.000108885],"category_scores_gemma":[0.002275274,0.0002328365,0.0001388751,0.006193586,0.0008877107,0.0007642474,0.00009585323,0.0004332429,0.0004885976],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003311134,"about_ca_system_score_gemma":0.02050182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033886,"about_ca_topic_score_gemma":0.006749779,"domain_scores_codex":[0.9928871,0.001857295,0.001220645,0.0009394505,0.000909551,0.002185898],"domain_scores_gemma":[0.982138,0.01402665,0.0004050927,0.001077215,0.001801444,0.000551576],"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":[0.0009595501,0.0002150178,0.001535061,0.00009501381,0.0002200987,0.000005194378,0.03009504,0.00001447779,0.001161166,0.05446795,0.7564198,0.1548117],"study_design_scores_gemma":[0.004066916,0.002112386,0.00690736,0.0001405316,0.00005109031,0.00000124189,0.01750149,0.0000906069,0.000329743,0.01653359,0.9520333,0.000231697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3889702,0.00181822,0.002847677,0.3172716,0.02389513,0.03813946,0.002370019,0.000872861,0.2238148],"genre_scores_gemma":[0.2827986,0.003651511,0.006261057,0.01510416,0.002093293,0.02187682,0.0000675726,0.0001369391,0.6680101],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4441952,"threshold_uncertainty_score":0.985051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4116793200289759,"score_gpt":0.658494618216789,"score_spread":0.2468152981878131,"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."}}