{"id":"W2621219107","doi":"10.4172/1488-5069.1000044","title":"Talk is cheap","year":2002,"lang":"en","type":"article","venue":"Journal of Sexual & Reproductive Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001928814,0.0008605029,0.0008345926,0.001906796,0.005359373,0.008988325,0.0007494047,0.004485852,0.4463587],"category_scores_gemma":[0.01048558,0.0004826312,0.0007167531,0.0008023729,0.00230975,0.006837046,0.004064237,0.00718161,0.2277419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578369,"about_ca_system_score_gemma":0.001561388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002694898,"about_ca_topic_score_gemma":0.006385171,"domain_scores_codex":[0.9977127,0.00056579,0.00005956148,0.0002314366,0.001043138,0.0003872807],"domain_scores_gemma":[0.9952185,0.001136302,0.0002072762,0.0004159667,0.0009268279,0.002095172],"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":[0.00008008539,0.00006181494,0.0004132179,0.00006665933,0.00001609051,0.00008853366,0.0003244769,0.00002182177,0.0002975806,0.01675495,0.9323451,0.04952973],"study_design_scores_gemma":[0.00001705655,0.00002986432,0.001088987,0.00008436343,0.00001114146,0.0001686809,0.0007255142,0.00002919904,0.00009029527,0.005588697,0.992151,0.00001527903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.002877092,0.004188037,0.001034202,0.1293415,0.02380752,0.0000493366,0.000429683,0.000635939,0.8376368],"genre_scores_gemma":[0.01788867,0.001381126,0.0004427125,0.04357995,0.007838513,0.00005205433,0.0002005887,0.000383708,0.9282327],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4463587,"threshold_uncertainty_score":0.7897022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07301168808311605,"score_gpt":0.3199782468175736,"score_spread":0.2469665587344576,"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."}}