{"id":"W7132363218","doi":"","title":"The Iterative Development of ZBJ.com","year":2018,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Iterative and incremental development; Development (topology); Iterative method; Context (archaeology); Key (lock)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.00351645,0.001351433,0.001636281,0.0005975631,0.005716246,0.0003473826,0.001881247,0.001000214,0.002607447],"category_scores_gemma":[0.001519366,0.0009758479,0.0007881804,0.0007063121,0.01001732,0.0003173713,0.0007305382,0.0009060647,0.01853671],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002729684,"about_ca_system_score_gemma":0.01550053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002561694,"about_ca_topic_score_gemma":0.00007699805,"domain_scores_codex":[0.9895718,0.001380338,0.00379697,0.001453084,0.002817663,0.0009801321],"domain_scores_gemma":[0.9908671,0.001079223,0.004096007,0.001671655,0.001865302,0.0004206954],"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":[0.002126596,0.003026202,0.002185174,0.001359373,0.01640449,0.0006912824,0.009890701,0.0004137972,0.05464857,0.2316255,0.6504553,0.027173],"study_design_scores_gemma":[0.0006679944,0.0001176699,0.002471646,0.002664051,0.000314289,0.0003117066,0.0002160439,0.0001554668,0.03262696,0.0002179207,0.9592429,0.0009933261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00251715,0.008629217,0.00299699,0.00005028862,0.01153492,0.00160545,0.000197955,0.0001353938,0.9723327],"genre_scores_gemma":[0.09737274,0.000160313,0.008595928,0.0000573365,0.004221574,0.0004152683,0.000252817,0.0006966447,0.8882274],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3087876,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585544524404685,"score_gpt":0.2542426361355567,"score_spread":0.2383871908915098,"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."}}