{"id":"W2086872024","doi":"","title":"Scottish Chambers' Business Survey [December 2003]","year":2003,"lang":"en","type":"article","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Tourism; Tertiary sector of the economy; Optimism; Business; Business cycle; Manufacturing sector; Service (business); Marketing; Economics; Agricultural economics; Geography; Labour economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003434046,0.0006393894,0.0005130847,0.003296846,0.0009504224,0.00179161,0.001590731,0.0009062181,0.01902938],"category_scores_gemma":[0.0108017,0.0006206423,0.0003367364,0.008456995,0.0002920487,0.0009583653,0.000909221,0.000836045,0.009927046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004220286,"about_ca_system_score_gemma":0.005483288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4326176,"about_ca_topic_score_gemma":0.5279121,"domain_scores_codex":[0.9970125,0.0004346537,0.0002919261,0.0002199645,0.001615034,0.0004260543],"domain_scores_gemma":[0.9901086,0.0009919221,0.001490083,0.0006411991,0.005857558,0.0009105705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001124887,0.00006542924,0.01842121,0.000126449,0.0000286336,0.00003952876,0.0001830691,0.00008275079,0.0001500939,0.0005067466,0.9643138,0.01596976],"study_design_scores_gemma":[0.00008849761,0.00008667292,0.5796686,0.00009313762,0.00002363992,0.00005111596,0.0003169622,0.0002133394,0.0002708946,0.0001110005,0.4190342,0.00004194079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.03765433,0.001243167,0.0007571214,0.004385417,0.0003894492,0.0016418,0.9004079,0.0006334444,0.05288734],"genre_scores_gemma":[0.1068081,0.00235356,0.002880164,0.004252766,0.0002875058,0.002621983,0.8087946,0.0001744836,0.07182695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4326176,"threshold_uncertainty_score":0.860199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03113102429763772,"score_gpt":0.22030221610726,"score_spread":0.1891711918096223,"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."}}