{"id":"W2346452481","doi":"10.5623/cig2016-410","title":"Fifty Years Ago","year":2016,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0008244445,0.0003798253,0.0002298128,0.001182479,0.00323962,0.003118653,0.0005267147,0.001726014,0.07808175],"category_scores_gemma":[0.003360474,0.0001294054,0.0002838376,0.001057003,0.00197674,0.001103125,0.003268462,0.002503535,0.02395068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002933663,"about_ca_system_score_gemma":0.002899981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01140364,"about_ca_topic_score_gemma":0.03220697,"domain_scores_codex":[0.9991773,0.0001720805,0.00002136202,0.0001692053,0.0002045392,0.0002555565],"domain_scores_gemma":[0.9989843,0.0002156292,0.00005638476,0.0001082304,0.0002456651,0.0003898791],"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":[0.000169011,0.0001119476,0.007426105,0.0001708849,0.00002236568,0.001179311,0.003421368,0.0001836522,0.0007393281,0.2923454,0.5400325,0.1541981],"study_design_scores_gemma":[0.000007398,0.00001439721,0.002114126,0.00006214245,0.00000321037,0.0001489763,0.000810696,0.00002773685,0.0001864013,0.005447429,0.9911698,0.000007643079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.03988609,0.01450757,0.003087597,0.1600775,0.03471661,0.00009128025,0.002320745,0.0003387927,0.7449738],"genre_scores_gemma":[0.1094406,0.002958801,0.0007377061,0.01973098,0.002462849,0.00004902246,0.0004928235,0.00007888435,0.8640483],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07808175,"threshold_uncertainty_score":0.2612095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0527902441851654,"score_gpt":0.3642944855741539,"score_spread":0.3115042413889885,"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."}}