{"id":"W7055331682","doi":"","title":"Canada Food Price Reporting Research","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food supply; Food processing; Quality (philosophy); Government (linguistics); Food industry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004127556,0.0004142112,0.0004861788,0.000330525,0.0000978486,0.0001699429,0.00111483,0.0004371694,0.3918027],"category_scores_gemma":[0.001576765,0.000467243,0.000141355,0.0005767182,0.00009020928,0.00005440304,0.0008458371,0.001478087,0.7103134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007693803,"about_ca_system_score_gemma":0.000836194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1406723,"about_ca_topic_score_gemma":0.1638384,"domain_scores_codex":[0.9954844,0.0002036554,0.0009569129,0.001893507,0.0007564565,0.0007051446],"domain_scores_gemma":[0.994908,0.0002383184,0.0003029293,0.004140529,0.0001030837,0.000307128],"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":[0.000002272846,0.00002974145,0.00006694339,0.0006645133,0.0002810009,0.00007096388,0.0001209766,0.0003905408,0.0005732312,0.001373463,0.9948884,0.001537964],"study_design_scores_gemma":[0.00008774937,3.283951e-7,0.0000751097,0.000357408,0.00004254543,0.00003158558,0.00004669145,0.0005719521,0.001839359,0.001735318,0.9947844,0.0004275842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001310809,0.00003291613,0.0007418744,0.0002051523,0.0006047064,0.001031727,0.0001252467,0.0009890011,0.9961383],"genre_scores_gemma":[0.007930423,0.0001622676,0.0007823465,0.00004145066,0.0003553872,0.0006513498,0.00004603807,0.0008143185,0.9892164],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3185107,"threshold_uncertainty_score":0.9997779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375170194840552,"score_gpt":0.2888762280755909,"score_spread":0.2513592085915357,"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."}}