{"id":"W7098282274","doi":"","title":"Heather Creech, Director, Knowledge Communications Marlene Roy, Manager, Research and Learning Resources","year":2014,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Champion; Negotiation; Natural resource; Core (optical fiber); Capacity building; Knowledge sharing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005162088,0.0006753432,0.0006676924,0.002113784,0.002091948,0.006361496,0.001390291,0.002513966,0.1319706],"category_scores_gemma":[0.0135963,0.0003629393,0.0002867901,0.002570445,0.0008555395,0.004648937,0.001951833,0.003989916,0.07217748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002986747,"about_ca_system_score_gemma":0.02147202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01083084,"about_ca_topic_score_gemma":0.02004261,"domain_scores_codex":[0.9947423,0.0005496881,0.0002371466,0.0008699166,0.003167433,0.0004334903],"domain_scores_gemma":[0.9749122,0.002856996,0.001215893,0.0007833612,0.01229892,0.007932585],"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":[0.00001857444,0.00001272792,0.0003078015,0.00006349584,0.000001722906,0.00003317729,0.00005879668,0.00004243201,0.0001375896,0.001705614,0.9467092,0.05090901],"study_design_scores_gemma":[0.0000066764,0.00001405886,0.0003840615,0.00006316813,0.000004464678,0.0001140009,0.0001781149,0.00009919902,0.0002900689,0.0006782272,0.9981607,0.000007358959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002543503,0.03639868,0.009656904,0.5764903,0.04355126,0.0003884522,0.003463014,0.0025206,0.3249872],"genre_scores_gemma":[0.008244909,0.01564522,0.004865167,0.02229211,0.005086127,0.0001201431,0.001332875,0.0003666162,0.942047],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8680294,"threshold_uncertainty_score":0.4414858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1425453639405907,"score_gpt":0.2954192916914052,"score_spread":0.1528739277508145,"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."}}