{"id":"W6994137382","doi":"","title":"Wade's Widgets","year":2019,"lang":"en","type":"article","venue":"Digital Commons @ Connecticut College (Connecticut College)","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Factory (object-oriented programming); User interface; Plan (archaeology); Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00130091,0.0009446731,0.0002331708,0.00145179,0.00570729,0.007462476,0.001275832,0.001729924,0.04512162],"category_scores_gemma":[0.003106826,0.0006520477,0.0005335601,0.001121014,0.003601908,0.006888134,0.005502921,0.00272536,0.01089308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002233474,"about_ca_system_score_gemma":0.002306666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02612871,"about_ca_topic_score_gemma":0.08019765,"domain_scores_codex":[0.9989943,0.0001573085,0.00003650356,0.0001760939,0.0004040258,0.0002316568],"domain_scores_gemma":[0.9990215,0.0001698492,0.00003064786,0.0002270415,0.0003383741,0.0002126122],"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":[0.0001558197,0.00007204767,0.001582896,0.0001955418,0.00001102,0.0003674305,0.01717382,0.0001874993,0.003232543,0.3228041,0.3705914,0.2836259],"study_design_scores_gemma":[0.00000201104,0.00001033282,0.0001785551,0.00006091061,0.000001574903,0.0001091601,0.001355358,0.00003336037,0.0003984618,0.003468606,0.9943731,0.000008534927],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01725992,0.007878559,0.02204899,0.01270659,0.00486012,0.0001090345,0.0004066138,0.001776429,0.9329537],"genre_scores_gemma":[0.0622168,0.003879584,0.01087564,0.002201826,0.0001809901,0.00008896404,0.0001812526,0.0005793676,0.9197955],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04512162,"threshold_uncertainty_score":0.1509468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007412121652875543,"score_gpt":0.1858480305263294,"score_spread":0.1784359088734539,"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."}}