{"id":"W7041947682","doi":"","title":"Gold Stars","year":2003,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Stars; Phase (matter)","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003632457,0.0005265892,0.0005562839,0.0001515837,0.001952157,0.0006602912,0.0004434336,0.0001547874,0.004369829],"category_scores_gemma":[0.0001187277,0.0004714985,0.0004170529,0.0002173059,0.001091175,0.0006960553,0.00009584508,0.0003038305,0.0003865564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000448126,"about_ca_system_score_gemma":0.0003784688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006382635,"about_ca_topic_score_gemma":0.0004784703,"domain_scores_codex":[0.9967903,0.0002676493,0.000805983,0.0007230734,0.0007802559,0.0006326773],"domain_scores_gemma":[0.9984036,0.00007569839,0.0002605485,0.0005960275,0.0003748401,0.0002892824],"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":[0.0002194355,0.0004734679,0.0009336608,0.0001716182,0.0006088632,0.0006771756,0.008074994,0.00187418,0.02946265,0.9286734,0.02820367,0.0006268188],"study_design_scores_gemma":[0.0006162241,0.0001040257,0.0002628164,0.00006882608,0.0001195072,0.0002093838,0.005123548,0.0001150176,0.003921721,0.0005569687,0.9882025,0.000699457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.577704,0.0003339015,0.00008623872,0.0001416577,0.002693329,0.0003225951,0.00009106213,0.0003010788,0.4183262],"genre_scores_gemma":[0.8519679,0.000010159,0.0004653336,0.0003236634,0.001198893,0.00008661252,0.00003284588,0.00005779742,0.1458568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9599988,"threshold_uncertainty_score":0.9997737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671573642954328,"score_gpt":0.1965790706484562,"score_spread":0.1798633342189129,"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."}}