{"id":"W4295367569","doi":"10.48550/arxiv.2102.05768","title":"Developing industry-wide information management capabilities: A case\\n study from British Columbia's tree fruit industry","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capability Maturity Model Integration; Business; Tree (set theory); Process (computing); Knowledge management; Business cluster; Marketing; Competitive advantage; Quality (philosophy); Process management; Computer science","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":[0.003089065,0.0003366852,0.0002484328,0.001618547,0.01211337,0.005199969,0.001500245,0.001608497,0.002789499],"category_scores_gemma":[0.006338483,0.0004045179,0.0001509282,0.004125906,0.003611239,0.001598529,0.003397294,0.001796527,0.0002700527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03053218,"about_ca_system_score_gemma":0.03208413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.89565,"about_ca_topic_score_gemma":0.9642053,"domain_scores_codex":[0.9967109,0.001282833,0.0001097224,0.0002195598,0.0006873874,0.0009896482],"domain_scores_gemma":[0.9938695,0.003216166,0.0003203816,0.0003056969,0.001337334,0.0009507897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001900846,0.001382767,0.09866451,0.0005957866,0.00003887481,0.02162728,0.7670672,0.001405113,0.004779053,0.01454897,0.009428902,0.0802715],"study_design_scores_gemma":[0.000021302,0.0001217801,0.04669967,0.0002362955,0.00002059231,0.0006708061,0.9174174,0.001073436,0.0006752396,0.0006167727,0.03241757,0.00002910633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703855,0.0002328644,0.0003956399,0.001364433,0.000005126807,0.0001695582,0.00008594612,0.000009653359,0.02735135],"genre_scores_gemma":[0.9908179,0.0005838936,0.001077424,0.0003766554,0.000002889267,0.00008346004,0.0001229651,0.000008027648,0.006926859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10435,"threshold_uncertainty_score":0.2215275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190284164743539,"score_gpt":0.1870676998005674,"score_spread":0.1451648581531321,"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."}}