{"id":"W7098839483","doi":"","title":"PRINCIPAL AUTHORS","year":2012,"lang":"en","type":"article","venue":"","topic":"Marine Sponges and Natural Products","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Guideline; Permission; Subject (documents); Executive summary","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003641097,0.0006585311,0.0007614441,0.001640003,0.001500421,0.004015439,0.001432777,0.002246566,0.4925003],"category_scores_gemma":[0.03177878,0.0003289043,0.0004653328,0.001072727,0.0005816891,0.001665273,0.001946811,0.002510881,0.291505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002442132,"about_ca_system_score_gemma":0.008100202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282378,"about_ca_topic_score_gemma":0.002000552,"domain_scores_codex":[0.9966612,0.0005010463,0.0002882587,0.0006585131,0.001461746,0.0004293432],"domain_scores_gemma":[0.9809816,0.001249051,0.0008827634,0.001179687,0.01032487,0.005382075],"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":[0.0001164092,0.0000267266,0.001047529,0.0002934272,0.00000830242,0.0003631638,0.0002525625,0.00006261723,0.0002140861,0.00425356,0.9004096,0.09295198],"study_design_scores_gemma":[0.00002614064,0.00002785179,0.0006200756,0.0002288985,0.000008416156,0.0008339742,0.000296508,0.00004882932,0.0001878119,0.001516839,0.9961952,0.000009613963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008868552,0.01432909,0.01580658,0.1750498,0.149727,0.002684908,0.01815794,0.003896136,0.6114801],"genre_scores_gemma":[0.03706981,0.006663153,0.005365835,0.03614304,0.01404668,0.001491773,0.005752417,0.001050968,0.8924163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5074997,"threshold_uncertainty_score":0.7238867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0116018134429465,"score_gpt":0.2641159702030273,"score_spread":0.2525141567600808,"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."}}