{"id":"W7065249463","doi":"","title":"ERIC ED479113: Unlocking Potential: Key Components of Programming for Students with Learning Disabilities.","year":2002,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Component (thermodynamics); Computer programming; Identification (biology); Work (physics); Pair programming","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003289744,0.0003705554,0.0005983492,0.00009686304,0.0001035424,0.00009680315,0.0005081188,0.0002522054,0.0597141],"category_scores_gemma":[0.00007796563,0.0003308658,0.000146639,0.00001410288,0.000231706,6.841673e-7,0.0001040142,0.0002342774,0.0004726333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007782689,"about_ca_system_score_gemma":0.00001967758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774017,"about_ca_topic_score_gemma":0.0002131857,"domain_scores_codex":[0.9977994,0.00008251197,0.0006909293,0.0002796648,0.000686355,0.0004611469],"domain_scores_gemma":[0.9983969,0.00009091374,0.0009362709,0.0003125314,0.0001789457,0.00008444055],"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":[0.0001720602,0.0001640334,0.00003379352,0.001258895,0.00005469585,0.000003324479,0.000303189,0.0002969801,0.0002436126,0.00002313679,0.9966303,0.0008159836],"study_design_scores_gemma":[0.0006167753,0.0008005208,0.000007508632,0.0006947101,0.00007728233,0.00002245926,0.0002080305,0.00003537878,0.00165834,0.000005222614,0.9955307,0.0003431254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003486251,0.0002035535,0.00003957822,0.00002829927,0.0001366147,0.001239319,0.00006352198,0.0004156773,0.9943872],"genre_scores_gemma":[0.01556024,0.0001802111,0.01574779,0.00003335072,0.00009017846,0.00008315466,0.000129103,0.0001659057,0.9680101],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05924147,"threshold_uncertainty_score":0.9999143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008290438739817949,"score_gpt":0.2252143374871524,"score_spread":0.2169238987473345,"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."}}