{"id":"W4321437345","doi":"10.14434/do.v16i1.35766","title":"Developmental Observer","year":2023,"lang":"en","type":"article","venue":"Developmental Observer","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sigma Theta Tau International; National Association of Neonatal Nurses; University of Connecticut","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002722145,0.0006819022,0.0004058513,0.0008694619,0.00768975,0.004891708,0.001670911,0.004666855,0.1608267],"category_scores_gemma":[0.02189422,0.0004098417,0.0006170539,0.0006626539,0.002251658,0.004042402,0.007853362,0.01051056,0.04420452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004632235,"about_ca_system_score_gemma":0.008057181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02561709,"about_ca_topic_score_gemma":0.0553134,"domain_scores_codex":[0.9965594,0.001134208,0.0001685635,0.000469445,0.001020752,0.0006476351],"domain_scores_gemma":[0.9909722,0.0008934983,0.0003123388,0.0006162454,0.003968467,0.003237276],"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":[0.00001189906,0.000005524137,0.0001894185,0.00004254674,0.000001135541,0.0002575252,0.0009978811,0.000005438752,0.00005956852,0.003110024,0.9738649,0.02145425],"study_design_scores_gemma":[0.00000169918,0.000004300005,0.0002005158,0.0000920819,0.000001065501,0.000267418,0.001308654,0.000004440879,0.00003115193,0.0003760908,0.9977083,0.000004268052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002312061,0.009338552,0.002685467,0.3643242,0.1165207,0.0001326491,0.0008472251,0.001208198,0.5026309],"genre_scores_gemma":[0.03165369,0.007665858,0.003112256,0.1209834,0.01406738,0.0003137102,0.0006570881,0.001077013,0.8204697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1608267,"threshold_uncertainty_score":0.5380191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07489746121235709,"score_gpt":0.3183278919039806,"score_spread":0.2434304306916236,"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."}}