{"id":"W2760240870","doi":"10.12968/prps.2017.sup201.3","title":"One-to-one time","year":2017,"lang":"en","type":"article","venue":"Practical Pre-School","topic":"Education, Technology, and Ethics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006984102,0.001561574,0.001041713,0.001011022,0.005887261,0.006219102,0.004003315,0.004312034,0.3449554],"category_scores_gemma":[0.02094967,0.001047599,0.001366966,0.0007666211,0.003473433,0.007956062,0.01180229,0.00656778,0.2335306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009765313,"about_ca_system_score_gemma":0.002598704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001182652,"about_ca_topic_score_gemma":0.003828606,"domain_scores_codex":[0.9895141,0.00515497,0.0004109828,0.001808316,0.002059499,0.001052111],"domain_scores_gemma":[0.9814746,0.003710604,0.0008910479,0.004133739,0.002874809,0.006915092],"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":[0.0001853401,0.0003703704,0.0005696266,0.0002841084,0.00003259325,0.000414561,0.003032124,0.0001131099,0.002901105,0.01396911,0.7532678,0.2248601],"study_design_scores_gemma":[0.00002866823,0.00009215143,0.0003534057,0.00008495891,0.00000600149,0.0003928533,0.001595075,0.0001564557,0.000455238,0.004394738,0.9923994,0.00004109798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00584261,0.003047483,0.2620994,0.08890115,0.04438771,0.001404428,0.0008905294,0.02631885,0.5671079],"genre_scores_gemma":[0.03943354,0.001071079,0.06804145,0.02604588,0.003206318,0.001446479,0.0004623273,0.003781242,0.8565117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3449554,"threshold_uncertainty_score":0.9343415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05672444702345018,"score_gpt":0.3701596631563074,"score_spread":0.3134352161328572,"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."}}