{"id":"W3151433605","doi":"10.36001/phmconf.2010.v2i1.1958","title":"Diagnosis as Planning Revisited: An Abridged Report","year":2010,"lang":"en","type":"article","venue":"Annual Conference of the PHM Society","topic":"AI-based Problem Solving and Planning","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001896618,0.0006983039,0.0005972966,0.002658938,0.0008543823,0.003818785,0.0009653456,0.002143921,0.006963845],"category_scores_gemma":[0.005967893,0.0005264906,0.0009056708,0.003475906,0.003601032,0.005938828,0.002441408,0.004814614,0.002031196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003290399,"about_ca_system_score_gemma":0.002320621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007440825,"about_ca_topic_score_gemma":0.00448194,"domain_scores_codex":[0.9980814,0.000554302,0.0001908243,0.0003100201,0.0006869738,0.0001763521],"domain_scores_gemma":[0.9966929,0.002240094,0.0002108303,0.0002655217,0.0004433209,0.0001474003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000091643,0.00005721379,0.0005568566,0.001221957,0.00002615517,0.001034795,0.0008674202,0.004859582,0.001740535,0.6242583,0.1201492,0.2451363],"study_design_scores_gemma":[0.000008537797,0.00006024057,0.0006802788,0.0004327678,0.00001958179,0.001197879,0.0002412651,0.003446387,0.001112209,0.115621,0.8771434,0.00003650025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00671785,0.5232641,0.2163388,0.09491213,0.04107856,0.0001236397,0.0007331104,0.001076396,0.1157555],"genre_scores_gemma":[0.1934843,0.5030373,0.1038323,0.02434654,0.05813031,0.0002498683,0.002073763,0.0009647534,0.1138808],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007440825,"threshold_uncertainty_score":0.02387363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805773818416695,"score_gpt":0.2882608180578948,"score_spread":0.2602030798737278,"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."}}