{"id":"W4391322688","doi":"10.3390/su16031111","title":"Canadians’ Opinions and Preferences regarding Seafood, and the Factors That Contribute to Their Consumption and Purchasing Habits","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Purchasing; Consumption (sociology); Preference; Business; Marketing; Food choice; Food security; Geography; Economics; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008702248,0.0001458177,0.000173888,0.0008947295,0.002921357,0.001336313,0.000313525,0.0003791298,0.004147672],"category_scores_gemma":[0.002234814,0.0001380242,0.0003322519,0.001782411,0.001084098,0.0004274543,0.0004679967,0.0004634742,0.0002549804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006171264,"about_ca_system_score_gemma":0.007466052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9600734,"about_ca_topic_score_gemma":0.9798891,"domain_scores_codex":[0.9993371,0.0000565308,0.00003022063,0.00004843348,0.000343425,0.0001841575],"domain_scores_gemma":[0.998464,0.0001452068,0.0002370737,0.00002608059,0.0006854346,0.0004421246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000186156,0.00006464351,0.916005,0.0001983955,0.0000663871,0.0005169057,0.03882544,0.0001525617,0.001072532,0.0005346521,0.007065722,0.03531154],"study_design_scores_gemma":[0.00000737031,0.00005978415,0.9231601,0.0001047124,0.00002812167,0.0002293567,0.06544852,0.0001557474,0.00009235799,0.0001121787,0.01056076,0.00004095068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889741,0.0005329577,0.00007085066,0.001054875,0.00001612068,0.00001669885,0.0006766781,0.000003588868,0.008654053],"genre_scores_gemma":[0.9963298,0.0009118241,0.0001354205,0.0003707704,0.000007081971,0.000006701916,0.0003197317,0.000002637606,0.001916029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03992659,"threshold_uncertainty_score":0.0803234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386178816908891,"score_gpt":0.2424640747356836,"score_spread":0.2286022865665947,"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."}}