{"id":"W4402412840","doi":"10.46827/ejes.v11i9.5524","title":"EARLY IDENTIFICATION OF EMOTIONAL, RELATIONAL AND BEHAVIOURAL DIFFICULTIES - AN EDUCATIONAL PROPOSAL / ΠΡΏΙΜΟΣ ΕΝΤΟΠΙΣΜΌΣ ΣΥΝΑΙΣΘΗΜΑΤΙΚΏΝ, ΣΧΕΣΙΑΚΏΝ ΚΑΙ ΣΥΜΠΕΡΙΦΟΡΙΚΏΝ ΔΥΣΚΟΛΙΏΝ – ΜΙΑ ΕΚΠΑΙΔΕΥΤΙΚΉ ΠΡΌΤΑΣΗ","year":2024,"lang":"en","type":"article","venue":"European Journal of Education Studies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Identification (biology); Psychology; Developmental psychology; Social psychology; Cognitive psychology; Mathematics education; Applied psychology","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":[0.000754684,0.0003596022,0.0002997501,0.0007565338,0.0004695842,0.001036459,0.0002774143,0.0005256743,0.004424196],"category_scores_gemma":[0.002034637,0.0001681409,0.0002954012,0.0003046104,0.0008220287,0.0009523578,0.001408953,0.000805993,0.0005592806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005258732,"about_ca_system_score_gemma":0.001349564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797625,"about_ca_topic_score_gemma":0.002284473,"domain_scores_codex":[0.9996473,0.0001377173,0.00003029899,0.00004726963,0.00007135113,0.00006606142],"domain_scores_gemma":[0.9993699,0.0002011706,0.000150749,0.00005932849,0.00005884473,0.0001600178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003282507,0.002869822,0.3635526,0.001501827,0.00003608819,0.01055602,0.1043279,0.0002472577,0.02231369,0.004497275,0.003712522,0.4860568],"study_design_scores_gemma":[0.00003489822,0.001208623,0.8798241,0.001019065,0.00005664924,0.008150337,0.08088636,0.0002482051,0.007687824,0.003570073,0.01726227,0.00005153346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9863652,0.0009651819,0.00102732,0.0008598803,0.00004337261,0.0001041738,0.00007398546,0.00003483292,0.010526],"genre_scores_gemma":[0.9935536,0.001100791,0.001431771,0.00008245454,0.00001368621,0.0000816706,0.00007664711,0.000005598663,0.003653613],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004424196,"threshold_uncertainty_score":0.01480037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0620862202914824,"score_gpt":0.3595337871756439,"score_spread":0.2974475668841615,"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."}}