{"id":"W827571848","doi":"","title":"PILL-POPPING EXPANSION","year":2004,"lang":"en","type":"article","venue":"Traffic world","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pill; Business; Advertising; Engineering; Operations management; Transport engineering; Telecommunications; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002476598,0.0001121063,0.0002766213,0.00009780534,0.0006871711,0.000008464722,0.0001197256,0.00009076385,0.0006572979],"category_scores_gemma":[0.00003380477,0.00009781374,0.00005707636,0.0003351749,0.00004186872,0.00008248603,0.00003525614,0.0003734987,0.001247078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474844,"about_ca_system_score_gemma":0.0001579464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003261252,"about_ca_topic_score_gemma":0.01180138,"domain_scores_codex":[0.9988238,0.0001049415,0.0002916353,0.0001847649,0.0001707666,0.0004240427],"domain_scores_gemma":[0.9994602,0.0001142379,0.00007453642,0.0001866607,0.00005212817,0.0001121971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002195305,0.0009800651,0.03268497,0.001140542,0.000144436,0.0001789588,0.4579501,0.01023717,0.001824344,0.269472,0.00481688,0.220351],"study_design_scores_gemma":[0.01401681,0.0003225111,0.1820814,0.005054823,0.0001627426,9.575253e-7,0.4090993,0.0004103964,0.0008870379,0.01269562,0.3726555,0.002612829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706967,0.0002164867,0.00009768752,0.0009526968,0.0008371682,0.0002911028,0.000002403691,0.0003335657,0.02657212],"genre_scores_gemma":[0.9950707,0.00004325781,0.0002115823,0.0002962802,0.00059836,0.00004987961,0.000008558283,0.00002579091,0.003695609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3678387,"threshold_uncertainty_score":0.9995306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0614226781375825,"score_gpt":0.4015343973518429,"score_spread":0.3401117192142604,"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."}}