{"id":"W4377940149","doi":"10.1186/s12954-023-00794-x","title":"Not all screens are created equal: examination of surface features and other physical properties of commonly used screen materials for smoking drugs","year":2023,"lang":"en","type":"article","venue":"Harm Reduction Journal","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Materials science; Brass; Compressed air; Composite material; Forensic engineering; Metallurgy; Mechanical engineering; Engineering","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":[0.000182648,0.0002029285,0.0001132508,0.0007675546,0.0002804646,0.0003033465,0.0001230902,0.0003516586,0.00131726],"category_scores_gemma":[0.000303306,0.0002078175,0.0002673385,0.0003407432,0.000307942,0.0003228687,0.0002281464,0.0003173293,0.0002428797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168236,"about_ca_system_score_gemma":0.0001464295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049552,"about_ca_topic_score_gemma":0.00515826,"domain_scores_codex":[0.9998382,0.00001323133,0.000009095415,0.00002232306,0.00009087416,0.0000263597],"domain_scores_gemma":[0.9997137,0.00005046887,0.00007733185,0.00001877571,0.0001144375,0.00002524294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002273194,0.00004074986,0.02053174,0.0001542861,0.00002467586,0.0003343967,0.000348478,0.0002469484,0.9684302,0.00009145113,0.0001152793,0.009454571],"study_design_scores_gemma":[0.000005530196,0.0007779766,0.5974226,0.00003616397,0.00007257652,0.001560713,0.001788521,0.001524258,0.3933613,0.00009135016,0.003329308,0.00002963984],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975835,0.0004196401,0.0006778224,0.00001681509,0.000005995469,0.00001411044,0.0001174501,0.00001765126,0.001147122],"genre_scores_gemma":[0.9970535,0.000301715,0.001210311,0.00002926306,0.000002963641,0.00001227339,0.0001538469,0.00001341024,0.001222708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003049552,"threshold_uncertainty_score":0.006063581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059997767424055,"score_gpt":0.337241997829978,"score_spread":0.2312422210875725,"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."}}