{"id":"W4399675255","doi":"10.1002/adaw.34163","title":"In Case You Haven't Heard…","year":2024,"lang":"en","type":"article","venue":"Alcoholism & Drug Abuse Weekly","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haven; Art; Mathematics; Combinatorics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000655964,0.0004288726,0.0006440694,0.0006411084,0.0001015947,0.000127294,0.0002156181,0.0002199213,0.0005846613],"category_scores_gemma":[0.0001473428,0.0003935607,0.0002169245,0.0009757665,0.0001522681,0.0004213006,0.00009050578,0.0009634209,0.00352632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399744,"about_ca_system_score_gemma":0.0002573793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894158,"about_ca_topic_score_gemma":0.0008433646,"domain_scores_codex":[0.9969894,0.0001301095,0.0006509749,0.0008555304,0.0005576529,0.0008163623],"domain_scores_gemma":[0.9982249,0.000251034,0.0000573319,0.0009185611,0.00009035238,0.0004578309],"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":[0.0003147914,0.0009349925,0.005582142,0.0008744612,0.0003961835,0.2300033,0.1383326,0.00009977706,0.006077195,0.002250955,0.5850243,0.03010936],"study_design_scores_gemma":[0.005280201,0.0003372372,0.004878669,0.001547806,0.0006209692,0.0239795,0.04060272,0.004250146,0.004264874,0.0008398492,0.912055,0.001343029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567629,0.002842462,0.00002145336,0.02442544,0.001423202,0.0006881929,0.00005410019,0.0005152572,0.01326699],"genre_scores_gemma":[0.9254522,0.0003571927,0.0004366655,0.0019116,0.001019854,0.00007563517,0.00004383283,0.0001564592,0.07054659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3270307,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03786032208875082,"score_gpt":0.3483337700478396,"score_spread":0.3104734479590887,"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."}}