{"id":"W6889480856","doi":"10.25607/obp-1840","title":"INTAROS Community-Based Monitoring Experience Exchange Workshop Report, Québec City, Québec , December 11 to 12, 2017.","year":2018,"lang":"en","type":"report","venue":"IOC of UNESCO (Intergovernmental Oceanographic Commission)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Convention; Information exchange; Capacity building; Information sharing; Summative assessment; Data sharing; Best practice","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":[0.003540634,0.0009994379,0.0005442213,0.0006570895,0.007661937,0.004437035,0.00218385,0.001356323,0.1610111],"category_scores_gemma":[0.00282242,0.0004185806,0.0005116013,0.001159948,0.00132266,0.001525379,0.004673701,0.002325166,0.02607619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02098601,"about_ca_system_score_gemma":0.04694517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.857127,"about_ca_topic_score_gemma":0.9577124,"domain_scores_codex":[0.9980172,0.000351816,0.00002909762,0.0002247655,0.0006129924,0.0007641244],"domain_scores_gemma":[0.9954855,0.0001456429,0.00007477887,0.0001197066,0.002040181,0.002134148],"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":[0.0001336386,0.0001215439,0.002066772,0.00009691643,0.000008035578,0.0001845187,0.002844675,0.00009914011,0.0004172852,0.0008015525,0.9710158,0.02221019],"study_design_scores_gemma":[0.00003198152,0.00003843144,0.011759,0.000178161,0.000004439409,0.00003229571,0.009501511,0.0001335698,0.0002332667,0.0002692073,0.9777849,0.00003320463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07363086,0.009055099,0.007748443,0.05487999,0.01505898,0.002832771,0.1035411,0.002865128,0.7303876],"genre_scores_gemma":[0.1077774,0.00237681,0.003554838,0.004591783,0.000367153,0.001769288,0.03032362,0.0007366901,0.8485024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1610111,"threshold_uncertainty_score":0.538636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08682286976467896,"score_gpt":0.3465702779174856,"score_spread":0.2597474081528067,"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."}}