{"id":"W2341372438","doi":"10.5840/cpsem20026","title":"Content, Situation and Overall Context","year":2002,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Computer science; Geography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002813097,0.0004304038,0.0004902467,0.002133731,0.002375437,0.008162712,0.0008528632,0.001188618,0.01622334],"category_scores_gemma":[0.006578943,0.0003773473,0.0002594322,0.003251352,0.005864491,0.009965182,0.002927122,0.001438578,0.004183863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002609631,"about_ca_system_score_gemma":0.002339963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009054375,"about_ca_topic_score_gemma":0.001009128,"domain_scores_codex":[0.997749,0.001429429,0.00009771329,0.0001479057,0.000440697,0.0001351288],"domain_scores_gemma":[0.9969504,0.002243043,0.00008655428,0.0002302198,0.0003264933,0.000163288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001248852,0.0001253571,0.001980376,0.00123367,0.00000947534,0.0009105718,0.1334087,0.0002177525,0.008080004,0.6789612,0.02023172,0.1547164],"study_design_scores_gemma":[0.00001721159,0.00008935881,0.005657335,0.00123132,0.00002627603,0.002260653,0.1098757,0.0005580235,0.007277436,0.274115,0.598851,0.00004069109],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05521944,0.003734937,0.03554261,0.008499586,0.0008115217,0.0009328771,0.001015746,0.0003003318,0.893943],"genre_scores_gemma":[0.6440871,0.005648241,0.02937045,0.001671048,0.0005107088,0.001534426,0.001200663,0.0008586177,0.3151188],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01622334,"threshold_uncertainty_score":0.05427247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3884466663167488,"score_gpt":0.4652612874076759,"score_spread":0.07681462109092702,"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."}}