{"id":"W6925579530","doi":"10.17895/ices.pub.25259128.v1","title":"Technologies for monitoring fishing activities and observing catch in Canada","year":2006,"lang":"en","type":"other","venue":"Figshare","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Commercial fishing; Work (physics); Citizen science","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":[],"consensus_categories":[],"category_scores_codex":[0.001419597,0.000746116,0.0002778147,0.005669798,0.001611015,0.001328041,0.001137255,0.0003683687,0.01308651],"category_scores_gemma":[0.001809792,0.0002866679,0.0003817082,0.009407509,0.0003405363,0.0005596827,0.0007333499,0.0004021337,0.003227026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0138745,"about_ca_system_score_gemma":0.02637718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757969,"about_ca_topic_score_gemma":0.9878544,"domain_scores_codex":[0.998723,0.00006539454,0.00005662865,0.0001342327,0.0008385362,0.0001821945],"domain_scores_gemma":[0.9973593,0.0001560777,0.00009066763,0.00007237959,0.002145403,0.0001760558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002498307,0.0001257436,0.03925738,0.001220515,0.00005936863,0.0001594517,0.0005821668,0.001441848,0.01026051,0.002757656,0.1227592,0.8211263],"study_design_scores_gemma":[0.0001157099,0.0003039046,0.4382801,0.0008199495,0.0001977213,0.0003602664,0.001845613,0.007793533,0.02177611,0.001487925,0.5268415,0.0001775421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1331953,0.04433315,0.05490202,0.007105224,0.0009109216,0.002771664,0.2247015,0.007087161,0.524993],"genre_scores_gemma":[0.3854351,0.0685143,0.148734,0.001145326,0.0001724193,0.001188164,0.087297,0.0008004199,0.3067133],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02420306,"threshold_uncertainty_score":0.100667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129887354425451,"score_gpt":0.2381087475265438,"score_spread":0.2068098739822893,"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."}}