{"id":"W7006580776","doi":"","title":"On Walking: rhythm, repetition, movement","year":2022,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Sustainable Agricultural Systems Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expansive; Exhibition; Movement (music); Placemaking; Exposition (narrative); Motion (physics)","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00116904,0.0004651726,0.0005607631,0.0007354359,0.00420501,0.0003355223,0.002995324,0.0003980076,0.000579782],"category_scores_gemma":[0.00008060493,0.0005141696,0.0003509385,0.003110962,0.0002760724,0.0010608,0.001381802,0.001505701,0.0003667874],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009760041,"about_ca_system_score_gemma":0.0003474425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03002455,"about_ca_topic_score_gemma":0.004983348,"domain_scores_codex":[0.9932103,0.001673677,0.0003167222,0.001552613,0.002333712,0.000912943],"domain_scores_gemma":[0.9975405,0.0002093835,0.0004309051,0.001078178,0.0002834808,0.0004575761],"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":[0.0009140755,0.0003403137,0.001283023,0.00007543915,0.0003084404,0.004617359,0.001208903,0.001105278,0.001541769,0.9674984,0.02044974,0.0006572446],"study_design_scores_gemma":[0.001197678,0.0005902171,0.01602109,0.0001685371,0.0002234413,0.00002096686,0.05348377,0.00008038995,0.0008742083,0.0003889072,0.9259758,0.0009749996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.303937,0.00002258246,0.000003607893,0.0001528715,0.0002591294,0.001020915,0.00002301933,0.00007080767,0.6945101],"genre_scores_gemma":[0.168118,0.0001109451,0.00004162842,0.00003586076,0.00004827192,0.000003971396,0.0004600445,0.00003555441,0.8311458],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9671095,"threshold_uncertainty_score":0.999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726705043354984,"score_gpt":0.2614630661006079,"score_spread":0.2441960156670581,"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."}}