{"id":"W4236737806","doi":"10.1108/case.darden.2016.000210","title":"Nashua Photo","year":2017,"lang":"en","type":"article","venue":"Darden Business Publishing Cases","topic":"Business Law and Ethics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Quarter (Canadian coin); Marketing; Business; Order (exchange); Advertising; Economics; Finance","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":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.000963764,0.0003943231,0.0004216359,0.0003215189,0.00235714,0.02971265,0.001967062,0.00029671,0.0007769514],"category_scores_gemma":[0.009225361,0.0003643543,0.0001275549,0.0005063023,0.0003654075,0.02481214,0.001256277,0.000475244,0.0007694659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000481969,"about_ca_system_score_gemma":0.0001264916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01064549,"about_ca_topic_score_gemma":0.001249063,"domain_scores_codex":[0.9975442,0.00001192991,0.0003992363,0.0006251756,0.0007528189,0.000666638],"domain_scores_gemma":[0.9959397,0.0001274273,0.0006694304,0.001538992,0.001685623,0.00003883955],"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":[0.0003093708,0.0004907274,0.1473633,0.001958798,0.0001752919,0.002263568,0.0001342155,0.0002000818,0.0007332478,0.1865681,0.6228616,0.03694171],"study_design_scores_gemma":[0.0008707282,0.000003610225,0.1959512,0.0002313245,0.00009551567,0.0000714408,0.0001200987,0.0003609708,0.00004457102,0.005923043,0.795634,0.0006935349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5291029,0.000353443,0.0005837969,0.05136338,0.007719663,0.0006104787,0.00007588442,0.001299973,0.4088905],"genre_scores_gemma":[0.986602,0.0000178213,0.0001786531,0.005533969,0.005903271,0.00003562992,0.0002803722,0.00008944338,0.001358811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4574991,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06124001944216896,"score_gpt":0.2699722767865726,"score_spread":0.2087322573444036,"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."}}