{"id":"W6887724161","doi":"10.17605/osf.io/bu6sn","title":"Ad Views","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Sex work and related issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131059,0.000695957,0.0004492621,0.009776903,0.002196732,0.003797364,0.0008240871,0.0005840946,0.1558473],"category_scores_gemma":[0.008376175,0.0003095787,0.0004038681,0.01047235,0.0003753855,0.001400024,0.0008262159,0.001200105,0.07713621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866716,"about_ca_system_score_gemma":0.006235184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5686255,"about_ca_topic_score_gemma":0.7053649,"domain_scores_codex":[0.9967338,0.0001267524,0.0001455014,0.0002028347,0.002402129,0.0003889453],"domain_scores_gemma":[0.9809091,0.001405771,0.001435684,0.001277739,0.01384067,0.001131015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000143625,0.00007678461,0.01789784,0.0002852214,0.0000310931,0.00008378908,0.000390775,0.0001126014,0.0005024179,0.002260927,0.9435596,0.03465535],"study_design_scores_gemma":[0.00001985544,0.00003309291,0.1480768,0.0001609669,0.00004948911,0.0001998083,0.0011595,0.0002554099,0.001063709,0.0005460005,0.8483745,0.00006094676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01524138,0.0004958619,0.0003413192,0.0005315435,0.0002712191,0.000230221,0.7704574,0.0005252126,0.2119058],"genre_scores_gemma":[0.08817921,0.001445646,0.001627874,0.0009343729,0.0004343114,0.0003137087,0.5603549,0.0006182092,0.3460916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5686255,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256740279480112,"score_gpt":0.3231122233609267,"score_spread":0.2905448205661256,"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."}}