{"id":"W4412217382","doi":"","title":"Navigating Consumption Dynamics through Consequential Life Cycle Assessment of Fish Products","year":2024,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Fish <Actinopterygii>; Consumption (sociology); Dynamics (music); Life-cycle assessment; Fish consumption; Environmental science; Fishery; Biology; Economics; Psychology; Production (economics); Art; Microeconomics; Aesthetics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004514991,0.0002449324,0.0001430642,0.0004740888,0.0001430676,0.0004728952,0.0003069241,0.000344646,0.001137163],"category_scores_gemma":[0.001410557,0.0001738519,0.0003870949,0.0004535386,0.0001485235,0.0005225266,0.000356062,0.0002128681,0.0001348695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004786861,"about_ca_system_score_gemma":0.0004315881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01844284,"about_ca_topic_score_gemma":0.02987688,"domain_scores_codex":[0.999917,0.00002296046,0.000004105194,0.00002811951,0.00001625194,0.00001157399],"domain_scores_gemma":[0.9996701,0.0001738496,0.00005344646,0.0000269939,0.00005643424,0.00001912398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005217622,0.0002606563,0.2875183,0.0001244258,0.0002548908,0.0001866295,0.0002793258,0.6184307,0.01874796,0.002206218,0.0003201652,0.07114907],"study_design_scores_gemma":[0.000006709263,0.0001596137,0.08120771,0.00001242323,0.00004212472,0.00003606353,0.0001227801,0.9114767,0.004197096,0.002177679,0.0005409763,0.00002001156],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985532,0.00003537235,0.0131404,0.00002974072,0.000002248286,0.0000140349,0.0003031248,0.00002505686,0.0009180084],"genre_scores_gemma":[0.9938251,0.00002506632,0.005443092,0.0000038854,4.794181e-7,0.000009019495,0.0003172291,0.000006590439,0.0003696501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844284,"threshold_uncertainty_score":0.03667098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009690517914616729,"score_gpt":0.2741524577840549,"score_spread":0.2644619398694382,"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."}}