{"id":"W6963009518","doi":"10.17895/ices.pub.25243606","title":"Proof of concept: science is not a barrier to establishing networks of marine protected areas in the Scotian Shelf and Gulf of Maine","year":2008,"lang":"en","type":"other","venue":"International Council for the Exploration of the Sea (ICES)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marine protected area; Plan (archaeology); Marine spatial planning; Distribution (mathematics); Marine conservation; State (computer science); Network planning and design","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":[0.04047637,0.001069592,0.001263601,0.001084357,0.003438135,0.008525757,0.003908605,0.004821078,0.08419452],"category_scores_gemma":[0.07541649,0.0009242931,0.001041052,0.001582958,0.005872745,0.004186132,0.003880344,0.006184403,0.02994995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01561877,"about_ca_system_score_gemma":0.0528393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08543409,"about_ca_topic_score_gemma":0.1301283,"domain_scores_codex":[0.9796085,0.004574235,0.0008456295,0.001141743,0.01254316,0.001286729],"domain_scores_gemma":[0.9109104,0.02090969,0.003388112,0.007694599,0.05083776,0.006259528],"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":[0.0002357244,0.0001489456,0.0007585241,0.001713562,0.00004936951,0.000474868,0.00136187,0.0006029988,0.005152899,0.1381424,0.6846753,0.1666835],"study_design_scores_gemma":[0.0001106218,0.0001339914,0.0007691556,0.0008698134,0.00003968,0.0002113045,0.0003686455,0.0005820985,0.003084478,0.009073662,0.9847212,0.00003538348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007035335,0.01363028,0.2904482,0.1403229,0.05048808,0.00842261,0.009774029,0.003816667,0.4760619],"genre_scores_gemma":[0.09446183,0.01871109,0.3342143,0.03582209,0.004961231,0.01004144,0.01028194,0.002761943,0.4887441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9145659,"threshold_uncertainty_score":0.2816587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08421599009188722,"score_gpt":0.2758433615256445,"score_spread":0.1916273714337573,"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."}}