{"id":"W6955312222","doi":"10.58067/pytp-3m92","title":"Woodland Supply Information System Project Selection","year":2023,"lang":"en","type":"article","venue":"Conestoga College Repository","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Woodland; Work (physics); Information system; Selection (genetic algorithm); Strategic planning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003413811,0.0008997443,0.000618998,0.003859361,0.002237204,0.004030707,0.001066459,0.0009416577,0.3722872],"category_scores_gemma":[0.006564045,0.0006529304,0.0004647034,0.002839632,0.0003888117,0.001588302,0.0024603,0.001150503,0.1775117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530474,"about_ca_system_score_gemma":0.006050524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001854752,"about_ca_topic_score_gemma":0.008934056,"domain_scores_codex":[0.9972155,0.0004517141,0.000207742,0.0003149349,0.001248567,0.0005614846],"domain_scores_gemma":[0.9917312,0.0003514674,0.0002399359,0.0003791346,0.00404149,0.003256775],"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":[0.0002722704,0.0002120822,0.001944631,0.0004134838,0.000005675618,0.0002711655,0.0002911998,0.0001508145,0.001137197,0.002246157,0.8755955,0.1174599],"study_design_scores_gemma":[0.00008237964,0.0002087881,0.005060049,0.000255892,0.000004528207,0.0001136605,0.0006375819,0.0002911071,0.0008733089,0.0006123693,0.991846,0.00001430457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03798036,0.001344552,0.01768313,0.008386275,0.005583795,0.04357242,0.07053928,0.00387316,0.8110371],"genre_scores_gemma":[0.04490903,0.001347946,0.0212858,0.002092714,0.0006876498,0.03558092,0.04751046,0.001497871,0.8450876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3722872,"threshold_uncertainty_score":0.8953561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104388013089891,"score_gpt":0.2104001512979995,"score_spread":0.1999613499890104,"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."}}