{"id":"W7054963018","doi":"","title":"Beyond the Rhetoric: Population Genetics and Benefit Sharing","year":2007,"lang":"en","type":"other","venue":"NPARC","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Population genetics; Context (archaeology); Identification (biology)","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":[],"consensus_categories":[],"category_scores_codex":[0.00003602692,0.000101058,0.00007738083,0.00006526958,0.00003213689,0.00002632383,0.0001002262,0.0001111861,0.0004973818],"category_scores_gemma":[7.618748e-7,0.0000804978,0.00001651066,0.00008288069,0.00001070105,0.000009125113,0.00002119478,0.00009367894,0.00004158692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001951937,"about_ca_system_score_gemma":0.000001038916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001612377,"about_ca_topic_score_gemma":0.00004345949,"domain_scores_codex":[0.9996307,8.944439e-7,0.00007986881,0.0001076264,0.00007442663,0.0001064434],"domain_scores_gemma":[0.9997202,0.00001150278,0.00001984461,0.0002119096,0.000004706354,0.00003190879],"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":[0.000001179611,0.00001212382,0.00104963,0.0001420266,0.00009101943,0.000001930312,0.0001234585,0.0006447329,0.002080349,0.1143073,0.8315104,0.05003593],"study_design_scores_gemma":[0.00009732411,0.000004358316,0.001728122,0.00003408085,0.00003897841,0.000003506205,0.000004632244,0.008648774,0.0001764297,0.0336984,0.9553333,0.0002321164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005528622,0.0009378796,0.002173595,0.00004899523,0.0001750076,0.000179576,0.00002226436,0.0002544162,0.9956554],"genre_scores_gemma":[0.02641392,0.0009470996,0.004623999,0.00009335434,0.0008544202,0.00004285136,0.0001013232,0.0004314692,0.9664916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1238229,"threshold_uncertainty_score":0.5445982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380885096731038,"score_gpt":0.2290306866484333,"score_spread":0.215221835681123,"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."}}