{"id":"W2935983207","doi":"10.1163/22116001-90000100","title":"Whither IOI? (2): Ten Years beyond the Loss of Elisabeth Mann Borgese","year":2012,"lang":"en","type":"article","venue":"Ocean Yearbook Online","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yearbook; Political science; General partnership; Directory; Stakeholder; Library science; Public administration; Public relations; Law; Computer 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":[0.003086377,0.0005652609,0.0004761476,0.001120485,0.006278372,0.01017677,0.0007925353,0.004437554,0.04159454],"category_scores_gemma":[0.009685568,0.0003816787,0.000280428,0.001026115,0.004965352,0.0128835,0.005486722,0.007448813,0.0191559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00337724,"about_ca_system_score_gemma":0.005388532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218455,"about_ca_topic_score_gemma":0.0319003,"domain_scores_codex":[0.9981199,0.0004405467,0.00006524197,0.0003729706,0.0006799873,0.0003214033],"domain_scores_gemma":[0.9971719,0.0005792049,0.0001621121,0.000239095,0.0008155473,0.001032114],"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":[0.000006650451,0.000009040757,0.000198098,0.00002266962,9.040908e-7,0.00003908922,0.0009139636,0.000007727588,0.00003356196,0.03177931,0.9355669,0.03142205],"study_design_scores_gemma":[7.244099e-7,0.000002779318,0.0001369263,0.00007505989,6.047767e-7,0.00003914587,0.0006094588,0.000009247377,0.00001951578,0.003078238,0.9960241,0.000004170254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00147253,0.03391864,0.0008002383,0.6904716,0.04982706,0.00002067166,0.0001461674,0.0001322015,0.2232109],"genre_scores_gemma":[0.02721566,0.02295467,0.001179315,0.1343242,0.01799351,0.00006450943,0.0001578805,0.0004161269,0.7956941],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04159454,"threshold_uncertainty_score":0.1391476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006543234624278664,"score_gpt":0.2140993895718188,"score_spread":0.2075561549475402,"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."}}