{"id":"W1571585799","doi":"10.1145/950000/948821/p247-richards.pdf?ip=207.207.127.233&id=948821&acc=public&key=b63acef81c6334f5%2ec93d29d796b46b49%2e4d4702b0c3e38b35%2e4d4702b0c3e38b35&cfid=553009799&cftoken=38481402&__acm__=1409765709_a43b150780f4e5f54647f378ffad2050","title":"Experiences incorporating Java into the introductory sequence","year":2003,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","topic":"Software Engineering and Design Patterns","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Java; Sequence (biology); Computer science; Restructuring; Sequence diagram; Programming language; Mathematics education; Software engineering; Psychology; Unified Modeling Language; Business; Chemistry; Software","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":[],"consensus_categories":[],"category_scores_codex":[0.007993536,0.0006427198,0.0003984352,0.0006821927,0.003231666,0.004186424,0.002171626,0.001771102,0.005253047],"category_scores_gemma":[0.02864365,0.0008700042,0.0004800075,0.0009585402,0.001875973,0.00459951,0.004796974,0.003874574,0.001645649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849168,"about_ca_system_score_gemma":0.001951661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002679354,"about_ca_topic_score_gemma":0.005557125,"domain_scores_codex":[0.9923317,0.004765916,0.000247781,0.0005830947,0.001172866,0.0008985683],"domain_scores_gemma":[0.9863752,0.006509532,0.0007751954,0.001004621,0.001816071,0.003519379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00111266,0.00504138,0.02672156,0.0007055544,0.00004424361,0.008017025,0.4935931,0.002930114,0.03672556,0.01152844,0.02864504,0.3849353],"study_design_scores_gemma":[0.0002555047,0.005233447,0.02047759,0.0007068785,0.0001023008,0.007680748,0.1499403,0.008154788,0.01582726,0.007538764,0.7836527,0.0004296866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268906,0.0006659509,0.03557706,0.004567441,0.0004066313,0.0002577971,0.00009400082,0.001098566,0.03044192],"genre_scores_gemma":[0.9188777,0.001057167,0.04910742,0.002360051,0.0001377563,0.0002320621,0.0003576557,0.0007473959,0.02712282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007993536,"threshold_uncertainty_score":0.04227436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514816407297831,"score_gpt":0.2556267214960894,"score_spread":0.2304785574231111,"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."}}