{"id":"W7005288547","doi":"","title":"The Public Knowledge Project & Synergies","year":2008,"lang":"en","type":"other","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Publication; Public access; Context (archaeology); Open source; Open data","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009547896,0.0002927673,0.0003297394,0.0001097265,0.001000926,0.00003630596,0.0007613928,0.0006126398,0.00007915906],"category_scores_gemma":[0.0000446087,0.000262918,0.0002782732,0.0001543618,0.0007152122,0.000008495147,0.0005328643,0.0002028067,0.00004886109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003751911,"about_ca_system_score_gemma":0.0004271141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003826823,"about_ca_topic_score_gemma":0.001718005,"domain_scores_codex":[0.998754,0.0001793034,0.0001551325,0.0004876079,0.000114081,0.0003098352],"domain_scores_gemma":[0.9987518,0.00003428668,0.0003604016,0.0006747252,0.0001069311,0.00007184132],"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":[0.00009269926,0.0001472624,0.000575697,0.00005918473,0.0006284142,0.00002849043,0.0002915198,2.830748e-7,0.001427846,0.0001139687,0.990698,0.005936673],"study_design_scores_gemma":[0.0002824627,0.0001477268,0.00005818969,0.00004107953,0.00004226284,0.00007958802,0.0005206419,0.000001302014,0.0003100238,0.000001752478,0.9982193,0.0002957423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005196556,0.01212921,0.0001896151,0.0002144621,0.0007475333,0.0003367267,0.00004173687,0.00008663321,0.9810575],"genre_scores_gemma":[0.1476812,0.004830892,0.00066797,0.00002498284,0.0005216044,0.000003617045,0.0002314456,0.000091663,0.8459466],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1424847,"threshold_uncertainty_score":0.9999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678402920180309,"score_gpt":0.2146067233235228,"score_spread":0.1978226941217197,"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."}}