{"id":"W2098181170","doi":"10.1109/oceanssyd.2010.5603963","title":"Connecting the dots: Ocean research and public policy","year":2010,"lang":"en","type":"article","venue":"OCEANS'10 IEEE SYDNEY","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society","funders":"","keywords":"Government (linguistics); Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01712114,0.0006331873,0.001355838,0.002862746,0.01297815,0.02562166,0.003151595,0.0310012,0.0354428],"category_scores_gemma":[0.04482303,0.0007414448,0.0008256198,0.00656271,0.01927996,0.02523389,0.01501708,0.01702546,0.003250405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06136801,"about_ca_system_score_gemma":0.1646938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5228331,"about_ca_topic_score_gemma":0.4535364,"domain_scores_codex":[0.9820356,0.006707564,0.0004905408,0.001239874,0.003686164,0.005840304],"domain_scores_gemma":[0.9576123,0.01979132,0.001842141,0.001839198,0.008357728,0.01055729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005365673,0.00005436175,0.001240357,0.0003103792,0.00002036578,0.0002519969,0.001489043,0.000587096,0.00009600147,0.6094828,0.3455137,0.04090035],"study_design_scores_gemma":[0.00005396371,0.00002296863,0.001969326,0.001004222,0.00001380673,0.0000453748,0.004978843,0.0006496563,0.0001018531,0.1544958,0.83662,0.00004410863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001607414,0.01216604,0.0007137046,0.9144067,0.001303758,0.00003707306,0.0003224974,0.00007150246,0.06937128],"genre_scores_gemma":[0.2712497,0.04405548,0.004509718,0.5761805,0.003567827,0.0002893319,0.0009768857,0.0001926574,0.09897792],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5228331,"threshold_uncertainty_score":0.959954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03162465983265118,"score_gpt":0.2919759640215687,"score_spread":0.2603513041889175,"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."}}