{"id":"W6889018737","doi":"10.25316/ir-18719","title":"The Flagstone V.7:No.4 [September 2002]","year":2002,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Fallacy; Adventure; Outreach; Interim; Architecture","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":[0.0008936503,0.0004357737,0.0002362115,0.0005104661,0.0118785,0.004101561,0.001115992,0.01039586,0.0913513],"category_scores_gemma":[0.00254636,0.0005839713,0.00029426,0.0006200105,0.001280234,0.001667312,0.001709723,0.006706143,0.02722543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004322348,"about_ca_system_score_gemma":0.007823854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2832599,"about_ca_topic_score_gemma":0.5514954,"domain_scores_codex":[0.9992101,0.00008129239,0.00002265668,0.00009130818,0.0001779574,0.0004166219],"domain_scores_gemma":[0.9990326,0.0001612506,0.0000373986,0.00005710508,0.0003845519,0.0003270794],"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":[0.00001650083,0.00002757678,0.0007288412,0.00002442727,0.000001610509,0.0001907591,0.0005588419,0.00001682542,0.0001065929,0.01561416,0.9752644,0.007449442],"study_design_scores_gemma":[0.000008988809,0.0000080591,0.0030395,0.00009216952,0.000002260169,0.00004539861,0.000737716,0.000019742,0.00007613286,0.000830613,0.9951288,0.00001058083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003758867,0.001184664,0.0001313201,0.03162765,0.001649272,0.00008713092,0.0006321852,0.000107348,0.9608216],"genre_scores_gemma":[0.009810088,0.0002267831,0.00006324938,0.03822782,0.000158705,0.00008597897,0.0001444863,0.00004235273,0.9512405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2832599,"threshold_uncertainty_score":0.5632223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009613984941265105,"score_gpt":0.2091458991231644,"score_spread":0.1995319141818993,"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."}}