{"id":"W1994142179","doi":"10.1108/01409170410784392","title":"The weather report for the supply chain: a longitudinal analysis of the ISM/Forrester Research Reports on Technology in Supply Management, 2001‐2003","year":2004,"lang":"en","type":"article","venue":"Management Research News","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Purchasing; Quarter (Canadian coin); Marketing; Business; Supply chain management; Supply chain; Data collection; Operations management; Economics; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01740323,0.0003541246,0.000438845,0.004155944,0.001638819,0.0008841468,0.002495518,0.0001515613,0.0001594872],"category_scores_gemma":[0.001260731,0.0001941658,0.0003203068,0.01667489,0.000816151,0.0005011424,0.00235572,0.0009242032,0.00007032901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004560602,"about_ca_system_score_gemma":0.0001274788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599425,"about_ca_topic_score_gemma":0.008135096,"domain_scores_codex":[0.9928652,0.0001610754,0.00104067,0.0009984677,0.003006626,0.001927967],"domain_scores_gemma":[0.9951756,0.0003538092,0.0004541413,0.002826548,0.001149522,0.00004037694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003590625,0.0005935587,0.1687578,0.0003443358,0.001968154,0.0006942927,0.0001390092,0.000868434,0.00002938468,0.5670031,0.2391698,0.02007301],"study_design_scores_gemma":[0.001029246,0.00005883559,0.09252457,0.0001540873,0.0003169526,0.000007989765,0.001834442,0.000616628,0.00004038874,0.04360813,0.8595652,0.0002435481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1076382,0.001289544,0.001255999,0.4090696,0.001731251,0.02082101,0.00002470162,0.0002830343,0.4578866],"genre_scores_gemma":[0.9485861,0.0007854786,0.0001604151,0.001134413,0.0007039334,0.003342379,0.00006786816,0.0000822572,0.04513712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8409479,"threshold_uncertainty_score":0.9996609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.087491321742802,"score_gpt":0.3775639877532565,"score_spread":0.2900726660104545,"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."}}