{"id":"W4388138079","doi":"10.1515/9781552389461","title":"No Straight Lines","year":2018,"lang":"en","type":"book","venue":"University of Calgary Press eBooks","topic":"Community and Sustainable Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.0007486952,0.001059783,0.0006647301,0.0009766453,0.004419347,0.009110115,0.00139535,0.002108001,0.06944566],"category_scores_gemma":[0.004291575,0.0005180141,0.000625626,0.001502701,0.006294446,0.01122464,0.004824934,0.006541564,0.036029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003388691,"about_ca_system_score_gemma":0.003789864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007010859,"about_ca_topic_score_gemma":0.0181984,"domain_scores_codex":[0.9986778,0.0003606907,0.00004785104,0.000256772,0.0005052991,0.0001515631],"domain_scores_gemma":[0.9985574,0.0004565526,0.00006396656,0.0002959253,0.0003996179,0.0002266114],"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":[0.00002673695,0.00002933481,0.0001775256,0.0002076468,0.000007795036,0.0001081502,0.002252823,0.0002077435,0.0001954106,0.2789297,0.6340201,0.08383688],"study_design_scores_gemma":[0.000002719835,0.000008263229,0.00005725685,0.00009573057,0.000001551807,0.00004497812,0.0004728139,0.00003742005,0.00003073478,0.01501431,0.9842301,0.000004160484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00116038,0.01382713,0.005888223,0.02040658,0.01235143,0.0001094141,0.000222799,0.0005394537,0.9454947],"genre_scores_gemma":[0.01249566,0.006830898,0.00244783,0.006969473,0.001537119,0.00008652623,0.0001802717,0.000476441,0.9689758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06944566,"threshold_uncertainty_score":0.2323189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546408709513628,"score_gpt":0.2313864745819613,"score_spread":0.205922387486825,"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."}}