{"id":"W4213292215","doi":"10.32393/csme.2020.1205","title":"HAB Hunter","year":2020,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 3","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001187582,0.0009398544,0.000533273,0.002097887,0.003178476,0.002969198,0.001428727,0.001375832,0.3986094],"category_scores_gemma":[0.003737225,0.000422672,0.0006824473,0.001679939,0.0008885704,0.002354003,0.006244049,0.001943773,0.1939041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268515,"about_ca_system_score_gemma":0.002682882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007260461,"about_ca_topic_score_gemma":0.02042012,"domain_scores_codex":[0.9990166,0.0001228906,0.00004900223,0.0001433719,0.0004028007,0.0002653136],"domain_scores_gemma":[0.9977084,0.0001674327,0.0001256525,0.0003417804,0.0009075665,0.0007491359],"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":[0.0001903864,0.00009769251,0.004067026,0.0002268957,0.00001344672,0.0004842755,0.001026707,0.0001029595,0.0015159,0.009118348,0.8042194,0.178937],"study_design_scores_gemma":[0.000008027061,0.00001829834,0.001559488,0.00005727381,0.000003964954,0.0002916289,0.0005037854,0.00004784155,0.0002128747,0.001028271,0.9962579,0.0000107392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01582686,0.001697408,0.008713242,0.01034834,0.005366227,0.0004291436,0.006385187,0.004488472,0.9467453],"genre_scores_gemma":[0.03351903,0.002108897,0.007750921,0.006038747,0.0006693192,0.0002867032,0.007028319,0.001787665,0.9408104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9927396,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008136611161204337,"score_gpt":0.1768496832396181,"score_spread":0.1687130720784138,"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."}}