{"id":"W7033635955","doi":"","title":"Report from the Workshop
\\n“Memorial University - Community Research
\\nPartnerships: Resource Management in Marine
\\nand Freshwater Environments”","year":2008,"lang":"en","type":"other","venue":"Memorial University Research Repository (Memorial University)","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Stakeholder; Resource (disambiguation); Resource management (computing); Natural resource management; Diversity (politics); Private sector; Citizen journalism; Public policy; Participatory management; Government (linguistics)","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":[0.006552726,0.0008614209,0.0004756228,0.0008081256,0.004245123,0.007288342,0.002297047,0.002966647,0.1883534],"category_scores_gemma":[0.006714302,0.0005648047,0.001041418,0.000716985,0.0006543414,0.003215147,0.006433998,0.004803441,0.07098868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004107169,"about_ca_system_score_gemma":0.01533678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02134962,"about_ca_topic_score_gemma":0.04353108,"domain_scores_codex":[0.9975345,0.0004681924,0.00007459809,0.000258195,0.0009629937,0.0007015583],"domain_scores_gemma":[0.9945297,0.0004425625,0.00012705,0.0002387118,0.002067902,0.002594143],"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":[0.0001339221,0.0001674919,0.0004009776,0.000203724,0.000005250498,0.0001415509,0.001485128,0.00007677895,0.0006999419,0.002190796,0.9664079,0.0280865],"study_design_scores_gemma":[0.00001808472,0.00005716821,0.001885105,0.0001551961,0.000004801966,0.00002138177,0.003141148,0.000050071,0.000513252,0.0004294062,0.9936987,0.00002564863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02484485,0.00334171,0.006261164,0.09893936,0.07134524,0.005193046,0.02035892,0.001108648,0.768607],"genre_scores_gemma":[0.01769422,0.001829783,0.002300758,0.01165402,0.001370708,0.001902073,0.006737765,0.0005234918,0.9559872],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9786504,"threshold_uncertainty_score":0.6301048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823157559915426,"score_gpt":0.2542247779830498,"score_spread":0.2059932023838956,"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."}}