{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002765274,0.0003145158,0.000838439,0.0005362827,0.0001047573,0.0000150951,0.0004221657,0.00008295361,0.00583019],"category_scores_gemma":[0.00333279,0.0002146941,0.00007760122,0.0009485497,0.0006486054,0.0005489497,0.000064024,0.0008443393,0.001024981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668985,"about_ca_system_score_gemma":0.00004118043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004667888,"about_ca_topic_score_gemma":0.000001636619,"domain_scores_codex":[0.996116,0.0001686397,0.001125798,0.0005863909,0.001573658,0.0004294594],"domain_scores_gemma":[0.9960147,0.0001113228,0.001232058,0.0008456731,0.001452105,0.0003441751],"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":[0.0003394359,0.0006054474,0.001791767,0.00005277488,0.0004447582,0.0008257936,0.01550554,0.00002027597,0.3941698,0.00006824706,0.5617089,0.02446718],"study_design_scores_gemma":[0.01241589,0.02016087,0.04341644,0.0007615612,0.001596711,0.0281346,0.0273998,0.0002214545,0.07439217,0.003291712,0.7869265,0.001282278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9424632,0.01242718,0.00009306467,0.033243,0.001953868,0.0002524566,0.00001131232,0.00006016188,0.009495818],"genre_scores_gemma":[0.9751499,0.0001338714,0.0005651294,0.0008514792,0.01247393,0.000002452105,0.000001843831,0.0001024732,0.01071894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3197777,"threshold_uncertainty_score":0.9997528,"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."}}