{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000358859,0.0001613508,0.0002911756,0.0001099163,0.0007146899,0.00002598444,0.0008659888,0.0003982903,0.001025506],"category_scores_gemma":[0.00004311317,0.0002054488,0.0001378708,0.00001366277,0.001053502,0.00007325708,0.0003787105,0.0003224765,0.00004105174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002636712,"about_ca_system_score_gemma":0.00169206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006130257,"about_ca_topic_score_gemma":0.008684356,"domain_scores_codex":[0.9987872,0.0002056268,0.000134434,0.0001940151,0.0004102993,0.0002684117],"domain_scores_gemma":[0.9987092,0.0001310855,0.0001658842,0.0003295749,0.0005289497,0.0001353203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001506761,0.00005168993,0.000004943915,0.0002992173,0.0002106515,0.0001502689,0.03202316,5.46253e-7,0.000002861449,0.5992133,0.3490186,0.01887409],"study_design_scores_gemma":[0.0001985492,0.00004034515,0.00001086469,0.0001352762,0.00005371281,3.429156e-7,0.0007617839,0.000007138289,0.000007152841,0.001782929,0.9967806,0.0002213229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002083154,0.0001070411,0.0001390533,0.00001933232,0.0002367603,0.0002848282,0.00001529809,0.00007203449,0.9991048],"genre_scores_gemma":[0.00001614766,0.0002167879,0.0007725824,0.0000393662,0.00017118,1.807075e-7,0.00003295024,0.00001154479,0.9987392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6477619,"threshold_uncertainty_score":0.9998877,"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."}}