{"id":"W2103749351","doi":"10.12968/eyed.2003.5.8.14456","title":"You don't need to be perfect, but it will help!","year":2003,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Psychology; Computer science; Internet privacy","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":[],"consensus_categories":[],"category_scores_codex":[0.002593957,0.0008210979,0.0005890572,0.0008113903,0.003688487,0.003190476,0.0007188795,0.002906915,0.06367858],"category_scores_gemma":[0.01707689,0.0004264322,0.0005415211,0.0002889908,0.002284062,0.004456739,0.002603598,0.007241205,0.04333365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010309,"about_ca_system_score_gemma":0.00213008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005280262,"about_ca_topic_score_gemma":0.01280258,"domain_scores_codex":[0.9981516,0.0006229196,0.00007173792,0.0001192,0.0006817167,0.000352821],"domain_scores_gemma":[0.9935877,0.001037031,0.0003433391,0.0002968464,0.001800057,0.002934984],"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":[0.00004328599,0.0001364257,0.002231399,0.0001446531,0.000008562354,0.0004645176,0.002253502,0.00004482572,0.0005895543,0.00393923,0.9197695,0.07037446],"study_design_scores_gemma":[0.00001281477,0.000130044,0.003078658,0.0004460845,0.000008237207,0.002495089,0.007089509,0.00008117149,0.0005938529,0.003218968,0.9828069,0.00003881439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01353837,0.02079384,0.01154282,0.6331114,0.03135645,0.000208733,0.0003099556,0.002328289,0.2868102],"genre_scores_gemma":[0.07671678,0.02450085,0.02135259,0.1278858,0.002399728,0.0002035243,0.000251602,0.001388776,0.7453005],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06367858,"threshold_uncertainty_score":0.213026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412675346490939,"score_gpt":0.2940071057790767,"score_spread":0.2698803523141673,"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."}}