{"id":"W2487087412","doi":"10.1515/9783598441493.2.167","title":"Chapter 11. The Use and Influence of Information Produced as Grey Literature by International, Intergovernmental Marine Organizations: Overview of Current Research","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Optics and Image Analysis","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Current (fluid); Grey literature; Political science; Regional science; Library science; Public administration; Sociology; Engineering; Computer science; Law; Electrical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002430461,0.0006207399,0.0006580697,0.006338591,0.001397943,0.008048903,0.0009589865,0.002078269,0.04001974],"category_scores_gemma":[0.005093169,0.0004867797,0.0004887126,0.01195672,0.001810158,0.005566852,0.002043868,0.001813073,0.01110794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004860505,"about_ca_system_score_gemma":0.005162566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009755142,"about_ca_topic_score_gemma":0.01501251,"domain_scores_codex":[0.9978162,0.0005404208,0.0001189001,0.00018896,0.001208615,0.0001268596],"domain_scores_gemma":[0.9962025,0.002393042,0.0001787092,0.0001004104,0.0009927346,0.0001325859],"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":[0.00002542417,0.00004375851,0.0006146661,0.005232934,0.00003488177,0.0001673648,0.003446025,0.0006118653,0.0004881989,0.1327726,0.4665139,0.3900483],"study_design_scores_gemma":[0.000002552487,0.000009427157,0.001252616,0.005006263,0.00001538569,0.0001495201,0.001237288,0.0001132823,0.0002466443,0.02117855,0.9707751,0.00001341171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001652122,0.5965405,0.00459545,0.01785103,0.003234163,0.0001509131,0.001062792,0.0002594042,0.3746536],"genre_scores_gemma":[0.03484281,0.7006327,0.008599808,0.005329303,0.002788096,0.0002130936,0.00249255,0.0003007166,0.244801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9919511,"threshold_uncertainty_score":0.1338794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719536009491241,"score_gpt":0.2850726927596105,"score_spread":0.2478773326646981,"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."}}