{"id":"W4401267646","doi":"10.5040/9798400642944.0438","title":"H","year":2007,"lang":"en","type":"other","venue":"Early childhood education","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005133496,0.0006532061,0.0004021675,0.002200946,0.001685576,0.002755553,0.001129972,0.001744309,0.7587025],"category_scores_gemma":[0.002883365,0.0003182231,0.0005647824,0.001789615,0.0004207154,0.001043747,0.00133067,0.001654612,0.6316195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522796,"about_ca_system_score_gemma":0.003163429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03550065,"about_ca_topic_score_gemma":0.06366313,"domain_scores_codex":[0.999598,0.00004532095,0.00001753016,0.00006960564,0.000134074,0.000135587],"domain_scores_gemma":[0.9984761,0.0001763767,0.00007215996,0.0001762402,0.0005972099,0.0005020492],"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":[0.00003078723,0.00006052773,0.0007930495,0.0000495468,0.000003996716,0.00003954343,0.00002704751,0.00003229319,0.00004833249,0.003335036,0.956459,0.03912095],"study_design_scores_gemma":[0.00002474578,0.00001957156,0.004749364,0.0001269609,0.000004635302,0.00007650288,0.00007995489,0.00004367171,0.0001009723,0.0009991893,0.993767,0.000007552724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005036718,0.0001728089,0.0001421578,0.0008401619,0.0004553443,0.000109842,0.01363564,0.0003248107,0.9838155],"genre_scores_gemma":[0.001513581,0.0002156736,0.0001307049,0.000820329,0.0001199019,0.00007446112,0.004640974,0.0001277121,0.9923565],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2412975,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007170060028650036,"score_gpt":0.258410029789834,"score_spread":0.2512399697611839,"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."}}