{"id":"W626597486","doi":"10.1007/978-3-642-30615-0","title":"Sequences and their applications -- SETA 2012 : 7th International Conference, Waterloo, On, Canada, June 4-8 2012, proceedings","year":2012,"lang":"en","type":"book","venue":"DIAL (Catholic University of Leuven)","topic":"3D Modeling in Geospatial Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Seta; Operations research; Computer science; Biology; Engineering; Zoology","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"],"consensus_categories":[],"category_scores_codex":[0.00009113364,0.0002945576,0.000326174,0.0001776569,0.0001348953,0.00002873805,0.0005530039,0.0002409933,0.0001511938],"category_scores_gemma":[0.000003326153,0.0003282958,0.00006930402,0.00007752227,0.0001991805,0.0002144434,0.0001252989,0.0003409597,0.00003450708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003094711,"about_ca_system_score_gemma":0.000421419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01685406,"about_ca_topic_score_gemma":0.0546046,"domain_scores_codex":[0.9990054,0.000007226859,0.0001999862,0.0002927165,0.000238061,0.000256651],"domain_scores_gemma":[0.9991964,0.00003562689,0.0001425561,0.0002360536,0.0002249531,0.0001643849],"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":[0.0001689582,0.0006143596,0.0005418053,0.002033379,0.00275396,0.00002254765,0.03834967,0.009588592,0.005819893,0.1069931,0.5962842,0.2368296],"study_design_scores_gemma":[0.000204334,0.00001618701,0.0001336049,0.00007302964,0.00007519852,0.00000800586,0.0002106059,0.002024831,0.00008299504,0.0007631342,0.996036,0.0003720605],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04699796,0.002110583,0.02923588,0.003482678,0.002514112,0.003643288,0.00921334,0.0009153734,0.9018868],"genre_scores_gemma":[0.3919496,0.001311318,0.003009363,0.0001160987,0.001236258,0.00003833438,0.002247397,0.0001533649,0.5999383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3997518,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217086338405738,"score_gpt":0.1748825654047919,"score_spread":0.1627117020207346,"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."}}