{"id":"W1982545669","doi":"10.1016/s0925-5273(00)00063-3","title":"Forecasting practices of Canadian firms: Survey results and comparisons","year":2001,"lang":"en","type":"article","venue":"International Journal of Production Economics","topic":"Forecasting Techniques and Applications","field":"Decision Sciences","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Product (mathematics); Variation (astronomy); Marketing; Service (business); Business; Survey data collection; Econometrics; Operations research; Computer science; Economics; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002985726,0.0004467864,0.0003682351,0.005680426,0.002176612,0.001825494,0.001334934,0.0007175078,0.002128331],"category_scores_gemma":[0.0154825,0.000245341,0.0005701165,0.01580792,0.0005129451,0.001012794,0.0006375178,0.0005318221,0.0004596478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02527336,"about_ca_system_score_gemma":0.02695302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9875936,"about_ca_topic_score_gemma":0.9893016,"domain_scores_codex":[0.9978969,0.0002053774,0.0001695515,0.000278731,0.001060055,0.0003893693],"domain_scores_gemma":[0.9790422,0.003511457,0.003350132,0.0005000184,0.01198654,0.001609567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001765049,0.0001135544,0.9330989,0.0001605332,0.00008160439,0.00005694146,0.006603911,0.001139348,0.0003561024,0.0003655019,0.005828929,0.05201815],"study_design_scores_gemma":[0.000004662852,0.00002469986,0.9930295,0.00003512163,0.00002024994,0.00002165469,0.002865948,0.0008997045,0.0001042018,0.00003394904,0.002932623,0.0000276345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856017,0.001434796,0.0004625366,0.000718766,0.00001641961,0.00006787624,0.007547003,0.00004077294,0.004110098],"genre_scores_gemma":[0.9905772,0.002199201,0.0005921912,0.0001226326,0.00001323064,0.00003769507,0.004561713,0.00001135477,0.001884717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02527336,"threshold_uncertainty_score":0.1833719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4019302360258314,"score_gpt":0.4254351724845203,"score_spread":0.02350493645868884,"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."}}