{"id":"W2744396515","doi":"","title":"OOPSLA 2007 : Eclipse Technology Exchange : October 21, 2007, Montreal, QC","year":2007,"lang":"en","type":"article","venue":"","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Eclipse; Astronomy; Physics","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":[0.004936966,0.002485118,0.002183639,0.001836935,0.00235208,0.008529813,0.003590015,0.001860934,0.1636664],"category_scores_gemma":[0.008587933,0.002119953,0.001391387,0.002370896,0.0008476191,0.003339817,0.001871494,0.002521857,0.09335423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004910993,"about_ca_system_score_gemma":0.009252701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.213845,"about_ca_topic_score_gemma":0.2529655,"domain_scores_codex":[0.9979488,0.0002560292,0.00008265059,0.0003005407,0.0010174,0.0003945424],"domain_scores_gemma":[0.996094,0.0005740725,0.00007691127,0.0007050546,0.001940309,0.0006095713],"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":[0.0004197882,0.0001380659,0.0004493033,0.00012145,0.00003480019,0.00007005438,0.0001427969,0.001588606,0.002528226,0.005420028,0.9228335,0.06625344],"study_design_scores_gemma":[0.0006291577,0.0001237312,0.003112061,0.0001195987,0.00006044192,0.0001058587,0.0001331107,0.0215684,0.007211451,0.003928926,0.9628924,0.0001147812],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02620194,0.004400003,0.3041599,0.009959754,0.007454872,0.001836252,0.08900599,0.2756935,0.2812877],"genre_scores_gemma":[0.03671538,0.002324348,0.1006838,0.0009611481,0.0007282567,0.0005622258,0.1294494,0.06727099,0.6613045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.213845,"threshold_uncertainty_score":0.5475186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08397683858086497,"score_gpt":0.3765484708747546,"score_spread":0.2925716322938896,"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."}}