{"id":"W4310506110","doi":"10.5281/zenodo.7384892","title":"what is hookah","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002108015,0.0000961582,0.00008751147,0.0001203965,0.001518625,0.000403611,0.000587331,0.00002506908,0.04368423],"category_scores_gemma":[0.00001712257,0.0001143935,0.00003908135,0.0003383669,0.00005880316,0.0002117185,0.0003126047,0.0002786272,0.003523308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001228985,"about_ca_system_score_gemma":0.000001101072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002513637,"about_ca_topic_score_gemma":6.273648e-8,"domain_scores_codex":[0.9990821,0.00006102094,0.0001446026,0.0001888435,0.0002713946,0.0002519668],"domain_scores_gemma":[0.9995017,0.00000711383,0.00001873804,0.0002884615,0.00008331193,0.000100655],"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":[0.0000232718,0.00009068223,0.000005167258,0.00007132036,0.00006770655,0.00005422735,0.002838341,0.004145068,0.002278159,0.008035028,0.9149492,0.06744179],"study_design_scores_gemma":[0.0001976043,0.00007408658,0.0001163946,0.000004975336,0.000008391024,0.0000481279,0.0004187675,0.003050442,0.0002661286,0.0002204352,0.9954575,0.0001371001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03691531,0.00402377,0.03914144,0.002305507,0.003188403,0.001273677,0.001846043,0.01133864,0.8999672],"genre_scores_gemma":[0.9936633,0.0004673595,0.000140189,0.0003163355,0.0001201688,5.334105e-8,0.001303043,0.001602621,0.002386997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9567479,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765290198165149,"score_gpt":0.2024203093981522,"score_spread":0.1647674074165007,"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."}}