{"id":"W7031731574","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marine biology; Climate change; Work (physics); Marine research; Marine conservation; Relevance (law); Marine life; On board","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":[],"category_scores_codex":[0.0005371645,0.0009640023,0.001040165,0.001581523,0.0005904256,0.00323956,0.0006100511,0.001101414,0.06903058],"category_scores_gemma":[0.001664306,0.000204827,0.0003911874,0.003566513,0.0007151667,0.002083901,0.001361908,0.001445131,0.0584022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008235198,"about_ca_system_score_gemma":0.002327075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005352,"about_ca_topic_score_gemma":0.004937901,"domain_scores_codex":[0.9994602,0.00009185197,0.00004680936,0.00008549893,0.0002687893,0.00004693452],"domain_scores_gemma":[0.9991156,0.0002306118,0.00007962665,0.00006424545,0.0003754411,0.0001344226],"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":[0.00002987202,0.00001739542,0.0004258715,0.001852348,0.00002589936,0.00006143666,0.0001022381,0.00008505754,0.0005132259,0.004378842,0.5194141,0.4730937],"study_design_scores_gemma":[0.000001209413,0.000006193367,0.0004529235,0.0004301548,0.000005110456,0.00005732631,0.00003477696,0.000009011519,0.00002975111,0.0005515176,0.9984195,0.000002560662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0004436043,0.8798182,0.0006258781,0.01131631,0.02631173,0.00002819148,0.0004554563,0.0001901997,0.08081038],"genre_scores_gemma":[0.004644282,0.7737062,0.001060365,0.005827655,0.01453541,0.00004551112,0.001104525,0.0001307558,0.1989453],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9309694,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03895925829353337,"score_gpt":0.3809432385967964,"score_spread":0.341983980303263,"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."}}